Publications
NeurIPS 2025INST-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025OmniGen-AR: AutoRegressive Any-to-Image Generation.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025OmniSVG: A Unified Scalable Vector Graphics Generation Model.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025SAMA: Towards Multi-Turn Referential Grounded Video Chat with Large Language Models.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025JailBound: Jailbreaking Internal Safety Boundaries of Vision-Language Models.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025SafeVid: Toward Safety Aligned Video Large Multimodal Models.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025TP-MDDN: Task-Preferenced Multi-Demand-Driven Navigation with Autonomous Decision-Making.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
NeurIPS 2025HumanoidGen: Data Generation for Bimanual Dexterous Manipulation via LLM Reasoning.
Advances in Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025
ICCV 2025From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025SVTRv2: CTC Beats Encoder-Decoder Models in Scene Text Recognition.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025MotionFollower: Editing Video Motion via Score-Guided Diffusion.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents.
International Conference on Computer Vision (ICCV), 2025.
ICCV 2025CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation.
International Conference on Computer Vision (ICCV), 2025.
CSUR 2025
TPAMI 2025Dynamic Routing and Knowledge Re-Learning for Data-Free Black-Box Attack.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025.
ICLR 2025Adaptive Retention & Correction for Continual Learning.
International Conference on Learning Representations (ICLR), Singapore, 2025
ICLR 2025BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks.
International Conference on Learning Representations (ICLR), Singapore, 2025
AAAI 2025Comprehensive Multi-Modal Prototypes are Simple and Effective Classifiers for Vast-Vocabulary Object Detection.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025Explicit Relational Reasoning Network for Scene Text Detection.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025FOCUS: Towards Universal Foreground Segmentation.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025Out of Length Text Recognition with Sub-String Matching.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025FaceA-Net: Facial Attribute-Driven ID Preserving Image Generation Network.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025AdaDiff: Adaptive Step Selection for Fast Diffusion Models.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025S^3cMath: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025DuMo: Dual Encoder Modulation Network for Precise Concept Erasure.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025AIM: Additional Image Guided Generation of Transferable Adversarial Attacks.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025HoneypotNet: Backdoor Attacks Against Model Extraction.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
AAAI 2025CALM: Curiosity-Driven Auditing for Large Language Models.
The 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
Springer 2024
ACL 2024AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling.
Association for Computational Linguistics (ACL), Bangkok, Thailand, 2024.
ACM MM 2024Navigating Weight Prediction with Diet Diary.
ACM International Conference on Multimedia (ACM MM), 2024.
ACM MM 2024Highly Transferable Diffusion-based Unrestricted Adversarial Attack on Pre-trained Vision-Language Models.
ACM International Conference on Multimedia (ACM MM), 2024.
ACM MM 2024Identity-Driven Multimedia Forgery Detection via Reference Assistance.
ACM International Conference on Multimedia (ACM MM), 2024.
ACM MM 2024ReToMe-VA: Recursive Token Merging for Video Diffusion-based Unrestricted Adversarial Attack.
ACM International Conference on Multimedia (ACM MM), 2024.
ACM MM 2024Decoder Pre-Training with only Text for Scene Text Recognition.
ACM International Conference on Multimedia (ACM MM), 2024.
ACM MM 2024AdvQDet: Detecting Query-Based Adversarial Attacks with Adversarial Contrastive Prompt Tuning.
ACM International Conference on Multimedia (ACM MM), 2024.
ACM MM 2024White-box Multimodal Jailbreaks Against Large Vision-Language Models.
ACM International Conference on Multimedia (ACM MM), 2024.
ACM MM 2024FreeEnhance: Tuning-Free Image Enhancement via Content-Consistent Noising-and-Denoising Process.
ACM International Conference on Multimedia (ACM MM), 2024.
ACM MM 2024ModelLock: Locking Your Model With a Spell.
ACM International Conference on Multimedia (ACM MM), 2024.
NAACL 2024Fake Alignment: Are LLMs Really Aligned Well.
North American Chapter of the Association for Computational Linguistics (NAACL), Mexico City, 2024.
NeurIPS 2024Deepstack: Deeply Stacking Visual Tokensis Surprisingly Simple and Effective for LMMs.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
NeurIPS 2024Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
NeurIPS 2024MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
NeurIPS 2024Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
NeurIPS 2024GenRec: Unifying Video Generation and Recognition with Diffusion Models.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
NeurIPS 2024OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
NeurIPS 2024Knowledge Graph Completion by Intermediate Variables Regularization.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
NeurIPS 2024UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
ECCV 2024MagDiff: Multi-Alignment Diffusion for High-Fidelity Video Generation and Editing.
European Conference on Computer Vision (ECCV), Milano, Italy, 2024.
ECCV 2024DreamMesh: Jointly Manipulating and Texturing Triangle Meshes for Text-to-3D Generation.
European Conference on Computer Vision (ECCV), Milano, Italy, 2024.
ECCV 2024Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models.
European Conference on Computer Vision (ECCV), Milano, Italy, 2024.
ECCV 2024Unlocking Textual and Visual Wisdom: Open-Vocabulary 3D Object Detection Enhanced by Comprehensive Guidance from Text and Image.
European Conference on Computer Vision (ECCV), Milano, Italy, 2024.
ECCV 2024PromptFusion: Decoupling Stability and Plasticity for Continual Learning.
European Conference on Computer Vision (ECCV), Milano, Italy, 2024.
ECCV 2024SegIC: Unleashing the Emergent Correspondence for In-Context Segmentation.
European Conference on Computer Vision (ECCV), Milano, Italy, 2024.
ECCV 2024Adversarial Prompt Tuning for Vision-Language Models.
European Conference on Computer Vision (ECCV), Milano, Italy, 2024.
ECCV 2024Improving Text-guided Object Inpainting with semantic Pre-inpainting.
European Conference on Computer Vision (ECCV), Milano, Italy, 2024.
CVPR 2024Doubly Abductive Counterfactual Inference for Text-based Image Editing.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA, USA, 2024.
CVPR 2024OmniVid: A Generative Framework for Universal Video Understanding.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA, USA, 2024.
CVPR 2024MotionEditor: Editing Video Motion via Content-Aware Diffusion.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA, USA, 2024.
CVPR 2024Learning to Rank Patches for Unbiased Image Redundancy Reduction.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA, USA, 2024.
CVPR 2024SimDA: Simple Diffusion Adapter for Efficient Video Generation.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA, USA, 2024.
AAAI 2024Instance-Aware Multi-Camera 3D Object Detection with Structural Priors Mining and Self-Boosting Learning.
The 38th AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, 2024.
AAAI 2024NuScenes-QA: A Multi-Modal Visual Question Answering Benchmark for Autonomous Driving Scenario.
The 38th AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, 2024.
AAAI 2024LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network.
The 38th AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, 2024.
Machine Intelligence Research 2024
TPAMI 2024Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
TPAMI 2024Adaptive Cross-Modal Transferable Adversarial Attacks From Images to Videos.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
TMM 2024Locate Before Answering: Answer Guided Question Localization for Video Question Answering.
IEEE Transactions on Multimedia (TMM), vol. 26, pp. 4554-4563, 2024.
TMM 2024From Canteen Food to Daily Meals: Generalizing Food Recognition to More Practical Scenarios.
IEEE Transactions on Multimedia (TMM), pp. 1-10, 2024.
Machine Learning 2024Imbalanced gradients: a subtle cause of overestimated adversarial robustness.
Machine Learning, 113, 2301-2326 (2024).
TOMM 2024HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition.
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 20, issue 2, pp. 35:1-35:18, 2024.
IJCV 2024CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition.
International Journal of Computer Vision(IJCV), vol. 132, issue 2, pp. 300-318, 2024.
CVPR 2023Look Before You Match: Instance Understanding Matters in Video Object Segmentation.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023SVFormer: Semi-Supervised Video Transformer for Action Recognition.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object Detection.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023Prototypical Residual Networks for Anomaly Detection and Localization.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023Meta Style Adversarial Training for Cross-Domain Few-Shot Learning.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023ResFormer: Scaling ViTs with Multi-Resolution Training.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023Enhancing the Self-Universality for Transferable Targeted Attacks.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
CVPR 2023Bi-directional Feature Fusion Generative Adversarial Network for Ultra-high Resolution Pathological Image Virtual Re-staining.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
NeurIPS 2023Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation.
Advances in Neural Information Processing Systems (NeurIPS), 2023.
NeurIPS 2023Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection.
Advances in Neural Information Processing Systems (NeurIPS), 2023.
ICCV 2023Implicit Temporal Modeling with Learnable Alignment for Video Recognition.
International Conference on Computer Vision (ICCV), 2023.
ICCV 2023MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition.
International Conference on Computer Vision (ICCV), 2023.
Pattern Recognition 2023Knowledge driven weights estimation for large-scale few-shot image recognition.
Pattern Recognition, 2023.
TIP 2023Towards Transferable Adversarial Attacks on Image and Video Transformers.
IEEE Transactions on Image Processing (TIP) vol.32, pp. 6346-6358, 2023.
TMM 2023Cross-Domain Contrastive Learning for Unsupervised Domain Adaptation.
IEEE Transactions on Multimedia (TMM), vol. 25, pp. 1665-1673, 2023.
TMM 2023FT-TDR: Frequency-Guided Transformer and Top-Down Refinement Network for Blind Face Inpainting.
IEEE Transactions on Multimedia (TMM), vol. 25, pp. 2382-2392, 2023.
TMM 2023Scene Graph Refinement Network for Visual Question Answering.
IEEE Transactions on Multimedia (TMM), vol. 25, pp. 3950-3961, 2023.
TMM 2023Dynamic Mixup for Multi-Label Long-Tailed Food Ingredient Recognition.
IEEE Transactions on Multimedia (TMM), vol. 25, pp. 4764-4773, 2023.
TMM 2023Self-Supervised Learning for Semi-Supervised Temporal Language Grounding.
IEEE Transactions on Multimedia (TMM), vol. 25, pp. 7747-7757, 2023.
ACM MM 2023On the Importance of Spatial Relations for Few-shot Action Recognition.
ACM International Conference on Multimedia (ACM MM), 2023.
ACM MM 2023Generalizing Face Forgery Detection via Uncertainty Learning.
ACM International Conference on Multimedia (ACM MM), 2023.
ACM MM 2023GCMA: Generative Cross-Modal Transferable Adversarial Attacks from Images to Videos.
ACM International Conference on Multimedia (ACM MM), 2023.
ACM MM 2023Suspected Object Matters: Rethinking Model's Prediction for One-stage Visual Grounding.
ACM International Conference on Multimedia (ACM MM), 2023.
ACM MM 2023Relation Triplet Construction for Cross-modal Text-to-Video Retrieval.
ACM International Conference on Multimedia (ACM MM), 2023.
IJCAI 2023TPS++: Attention-Enhanced Thin-Plate Spline for Scene Text Recognition.
International Joint Conference on Artificial Intelligence (IJCAI), Macao, S.A.R, 2023.
ICML 2023Reconstructive Neuron Pruning for Backdoor Defense.
International Conference on Machine Learning (ICML), 2023.
ICML 2023Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization.
International Conference on Machine Learning (ICML), 2023.
SaTML 2023Backdoor Attacks on Time Series: A Generative Approach.
IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2023.
ICLR 2023Transferable Unlearnable Examples.
International Conference on Learning Representations (ICLR), 2023.
ICLR 2023Distilling Cognitive Backdoor Patterns within an Image.
International Conference on Learning Representations (ICLR), 2023.
ICME 2023Adaptive Split-Fusion Transformer.
IEEE International Conference on Multimedia and Expo (ICME), 2023.
ICME 2023Downstream Task-agnostic Transferable Attacks on Language-Image Pre-training Models.
IEEE International Conference on Multimedia and Expo (ICME), 2023.
AAAI 2023PolarFormer: Multi-Camera 3D Object Detection with Polar Transformer.
The AAAI Conference on Artificial Intelligence (AAAI), Washington DC, USA, 2023.
AAAI 2023Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning.
The AAAI Conference on Artificial Intelligence (AAAI), Washington DC, USA, 2023.
CVPR 2022Cross-Modal Transferable Adversarial Attacks from Images to Videos.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
CVPR 2022Balanced Contrastive Learning for Long-Tailed Visual Recognition.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
CVPR 2022ObjectFormer for Image Manipulation Detection and Localization.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
CVPR 2022AdaViT: Adaptive Vision Transformers for Efficient Image Recognition.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
CVPR 2022BEVT: BERT Pretraining of Video Transformers.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
ECCV 2022MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes.
European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022.
ECCV 2022Semi-Supervised Single-View 3D Reconstruction via Prototype Shape Priors.
European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022.
ECCV 2022Semi-Supervised Vision Transformers.
European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022.
ECCV 2022Efficient Video Transformers with Spatial-Temporal Token Selection.
European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022.
TIP 2022Generalized Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data.
IEEE Transactions on Image Processing (TIP), vol. 31, pp. 7078-7090, 2022.
ACM MM 2022TGDM: Target Guided Dynamic Mixup for Cross-Domain Few-Shot Learning.
ACM International Conference on Multimedia (ACM MM), Lisbon, Portugal, 2022.
ACM MM 2022ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning.
ACM International Conference on Multimedia (ACM MM), Lisbon, Portugal, 2022.
ACM MM 2022Mix-DANN and Dynamic-Modal-Distillation for Video Domain Adaptation.
ACM International Conference on Multimedia (ACM MM), Lisbon, Portugal, 2022.
IJCAI 2022SVTR: Scene Text Recognition with a Single Visual Model.
International Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, 2022 (Oral).
AAAI 2022Boosting the Transferability of Video Adversarial Examples via Temporal Translation.
The 36th AAAI Conference on Artificial Intelligence (AAAI), Honolulu, USA, 2022.
AAAI 2022Attacking Video Recognition Models with Bullet-Screen Comments.
The 36th AAAI Conference on Artificial Intelligence (AAAI), Honolulu, USA, 2022.
AAAI 2022Towards transferable adversarial attacks on vision transformers.
The 36th AAAI Conference on Artificial Intelligence (AAAI), Honolulu, USA, 2022.
AAAI 2022Rethinking Pseudo Labels for Semi-Supervised Object Detection.
The 36th AAAI Conference on Artificial Intelligence (AAAI), Honolulu, USA, 2022.
TPAMI 2022A Dynamic Frame Selection Framework for Fast Video Recognition.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 44, issue 4, pp. 1699-1711, 2022.
TMM 2022SAM: Modeling Scene, Object and Action With Semantics Attention Modules for Video Recognition.
IEEE Transactions on Multimedia (TMM), vol. 24, pp. 313-322, 2022.
ICCV 2021Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better.
International Conference on Computer Vision (ICCV), Virtual, 2021.
ICCV 2021Motion Guided Region Message Passing for Video Captioning.
International Conference on Computer Vision (ICCV), Virtual, 2021.
ICCV 2021VideoLT: Large-scale Long-tailed Video Recognition.
International Conference on Computer Vision (ICCV), Virtual, 2021.
ACM MM 2021Visual Co-Occurrence Alignment Learning for Weakly-Supervised Video Moment Retrieval.
ACM International Conference on Multimedia (ACM MM), Chengdu, China, 2021.
ACM MM 2021Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data.
ACM International Conference on Multimedia (ACM MM), Chengdu, China, 2021.
ACM MM 2021Two-stage Visual Cues Enhancement Network for Referring Image Segmentation.
ACM International Conference on Multimedia (ACM MM), Chengdu, China, 2021.
ACM MM 2021A Multimodal Framework for Video Ads Understanding.
ACM International Conference on Multimedia (ACM MM), Chengdu, China, 2021.
ICMR 2021Can Action be Imitated? Learn to Reconstruct and Transfer Human Dynamics from Videos.
ACM International Conference on Multimedia Retrieval (ICMR), Virtual, 2021.
ICMR 2021Bag of Tricks for Building an Accurate and Slim Object Detector for Embedded Applications.
ACM International Conference on Multimedia Retrieval (ICMR), Virtual, 2021.
CVPR 2021Towards Bridging Event Captioner and Sentence Localizer for Weakly Supervised Dense Event Captioning.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, 2021.
TPAMI 2021Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 43, issue 10, pp. 3600-3613, 2021.
TCSVT 2021Predicting Content Similarity via Multimodal Modeling for Video-In-Video Advertising.
IEEE Transactions on Circuits System and Video Technology (TCSVT), vol. 31, issue 2, pp. 569-581, 2021.
TIP 2021A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient Recognition.
IEEE Transactions on Image Processing (TIP), vol. 30, pp. 1514-1526, 2021.
TKDE 2021Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation.
IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 33, issue 2, pp. 388-400, 2021.
IJCV 2021A Coarse-to-Fine Framework for Resource Efficient Video Recognition.
International Journal of Computer Vision(IJCV), vol. 129, issue 11, pp. 2965-2977, 2021.
TMM 2021
CVPR 2020Clean-Label Backdoor Attacks on Video Recognition Models.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020.
CVPR 2020Hyperbolic Visual Embedding Learning for Zero-Shot Recognition.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020.
CVPR 2020Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020.
CVPR 2020FM^2u-Net: Face Morphological Multi-branch Network for Makeup-invariant Face Verification.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020.
AAAI 2020Heuristic Black-box Adversarial Attacks on Video Recognition Models.
The 34th AAAI Conference on Artificial Intelligence (AAAI), New York, USA, 2020.
AAAI 2020Feature Deformation Meta-Networks in Image Captioning of Novel Objects.
The 34th AAAI Conference on Artificial Intelligence (AAAI), New York, USA, 2020.
TMM 2020A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization.
IEEE Transactions on Multimedia (TMM), vol. 22, issue 1, pp. 148-159, 2020.
TPAMI 2020Object Detection from Scratch with Deep Supervision.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 42, issue 2, pp. 398-412, 2020.
TPAMI 2020Leader-based Multi-Scale Attention Deep Architecture for Person Re-identification.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 42, issue 2, pp. 371-385, 2020.
TIP 2020Re-Caption: Saliency-Enhanced Image Captioning through Two-Phase Learning.
IEEE Transactions on Image Processing (TIP), vol. 29, issue 1, pp. 694-709, 2020.
TIP 2020Deep Ranking for Image Zero-Shot Multi-Label Classification.
IEEE Transactions on Image Processing (TIP), vol. 29, issue 1, pp. 6549-6560, 2020.
TIP 2020Learning Layer-Skippable Inference Network.
IEEE Transactions on Image Processing (TIP), vol. 29, issue 1, pp. 8747-8759, 2020.
TIP 2020Pose-Guided Person Image Synthesis in the Non-Iconic Views.
IEEE Transactions on Image Processing (TIP), vol. 29, issue 1, pp. 9060-9072, 2020.
TPAMI 2020Vocabulary-Informed Zero-Shot and Open-Set Learning.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 42, issue 12, pp. 3136-3152, 2020.
TCSVT 2020Matching Image and Sentence With Multi-Faceted Representations.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 30, issue 12, pp. 4578-4590, 2020.
TCSVT 2020Learning to Score Figure Skating Sport Videos.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 30, issue 12, pp. 4578-4590, 2020.
NeurIPS 2019LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition.
Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2019.
AAAI 2019Motion Guided Spatial Attention for Video Captioning.
The 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, 2019.
AAAI 2019Semantic Proposal for Activity Localization in Videos via Sentence Query.
The 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, 2019.
AAAI 2019Image Block Augmentation for One-Shot Learning.
The 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, 2019.
AAAI 2019Composite Binary Decomposition Network.
The 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, 2019.
AAAI 2019Trainable Undersampling for Class-Imbalance Learning.
The 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, 2019.
IJCAI 2019Deep Learning for Video Captioning: A Review.
International Joint Conference on Artificial Intelligence (IJCAI), Macao, China, 2019.
IJCAI 2019Lexicon Rethinking Chinese Named Entity Recognition.
International Joint Conference on Artificial Intelligence (IJCAI), Macao, China, 2019.
ACM MM 2019Black-box Adversarial Attacks on Video Recognition Models.
ACM International Conference on Multimedia (ACM MM), Nice, France, 2019.
ACM MM 2019Embodied One-Shot Video Recognition: Learning from Actions of a Virtual Embodied Agent.
ACM International Conference on Multimedia (ACM MM), Nice, France, 2019.
ACM MM 2019TC-GAN: Triangle Cycle-Consistent GANs for Face Frontalization with Facial Features Preserved.
ACM International Conference on Multimedia (ACM MM), Nice, France, 2019.
ACM MM 2019Sparse Temporal Causal Convolution for Efficient Action Modeling.
ACM International Conference on Multimedia (ACM MM), Nice, France, 2019.
ACM MM 2019TC-Net for iSBIR: Triplet Classification Network for Instance-level Sketch Based Image Retrieval.
ACM International Conference on Multimedia (ACM MM), Nice, France, 2019.
ACM MM 2019Comp-GAN: Compositional Generative Adversarial Network in Synthesizing and Recognizing Facial Expression.
ACM International Conference on Multimedia (ACM MM), Nice, France, 2019.
SIGIR 2019Hot Topic-Aware Retweet Prediction with Masked Self-attentive Model.
ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR), Paris, France, 2019.
ICME 2019An End-to-End Architecture for Class-Incremental Object Detection with Knowledge Distillation.
IEEE International Conference on Multimedia & Expo (ICME), Shanghai, China, 2019.
ICMR 2019Take Goods from Shelves: A Dataset for Class-incremental Object Detection.
ACM International Conference on Multimedia Retrieval (ICMR), Ottawa, Canada, 2019.
Science China Information SciencesReformulating Natural Language Queries using Sequence-to-Sequence Models.
Science China Information Sciences, vol. 62, issue 12, 229103:1-229103:3, 2019.
TIP 2019Dense Dilated Network for Video Action Recognition.
IEEE Transactions on Image Processing (TIP), vol. 28, issue 10, pp. 4941-4953, 2019.
TIP 2019Multi-level Semantic Feature Augmentation for One-shot Learning.
IEEE Transactions on Image Processing (TIP), vol. 28, issue 9, pp. 4594-4605, 2019.
TOMM 2019Visual Content Recognition by Exploiting Semantic Feature Map with Attention and Multi-task Learning.
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 15, issue 1, pp. 6:1-6:22, 2019.
TPAMI 2019Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 41, issue 8, pp. 2027-2034, 2019.
ECCV 2018Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images.
European Conference on Computer Vision (ECCV), Munich, Germany, 2018.
ECCV 2018Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks.
European Conference on Computer Vision (ECCV), Munich, Germany, 2018.
ECCV 2018Pose-Normalized Image Generation for Person Re-identification.
European Conference on Computer Vision (ECCV), Munich, Germany, 2018.
ECCV 2018Recurrent Fusion Network for Image Captioning.
European Conference on Computer Vision (ECCV), Munich, Germany, 2018.
CVPR 2018Dual Skipping Networks.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, 2018.
IJCAI 2018Harnessing Synthesized Abstraction Images to Improve Facial Attribute Recognition.
International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, 2018.
ICMR 2018Dense Dilated Network for Few Shot Action Recognition.
ACM International Conference on Multimedia Retrieval (ICMR), Yokohama, Japan, 2018.
ACL 2018Cross-Domain Sentiment Classification with Target Domain Specific Information.
The 56th Annual Meeting of the Association for Computational Linguistics (ACL), Melbourne, Australia, 2018.
CIKM 2018Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem.
The 27th ACM International Conference on Information and Knowledge Management (CIKM), Torino, Italy, 2018.
TMM 2018Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification.
IEEE Transactions on Multimedia (TMM), vol. 20, issue 11, pp. 3137-3147, 2018.
TKDE 2018NAIS: Neural Attentive Item Similarity Model for Recommendation.
IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 30, issue 12, pp. 2354-2366, 2018.
Multimedia Tools and Applications 2018Stacked Multichannel Autoencoder - An Efficient Way of Learning Synthetic Data.
Multimedia Tools and Applications, vol. 77, issue 20, pp. 26563-26580, 2018.
TOMM 2018DeepProduct: Mobile Product Search with Portable Deep Features.
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 14, issue 2, pp. 50:1-50:18, 2018.
TAC 2018Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization.
IEEE Transactions on Affective Computing (TAC), vol. 9, issue 2, pp. 255-270, 2018.
Frontiers of Multimedia Research 2018Deep Learning for Video Classification and Captioning.
In Frontiers of Multimedia Research, Shih-Fu Chang (Ed.), Association for Computing Machinery and Morgan & Claypool, New York, NY, USA, pp. 3-29, 2018.
TIP 2018Hookworm Detection in Wireless Capsule Endoscopy Images with Deep Learning.
IEEE Transactions on Image Processing (TIP), vol. 27, issue 5, pp. 2379-2392, 2018.
TCSVT 2018Image Classification with Tailored Fine-grained Dictionaries.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 28, issue 2, pp. 454-467, 2018.
TPAMI 2018Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, issue 2, pp. 352-364, 2018.
SPM 2018Recent Advances in Zero-shot Recognition: Toward Data-Efficient Understanding of Visual Content.
IEEE Signal Processing Magazine (SPM), vol. 35, issue 1, pp. 112-125, 2018.
CVIU 2017The THUMOS Challenge on Action Recognition for Videos 'in the Wild'.
Computer Vision and Image Understanding (CVIU), vol. 155, pp. 1-23, 2017.
ICCV 2017DSOD: Learning Deeply Supervised Object Detectors from Scratch.
International Conference on Computer Vision (ICCV), Italy, 2017.
ICCV 2017Multi-scale Deep Learning Architectures for Person Re-identification.
International Conference on Computer Vision (ICCV), Italy, 2017.
ACM MM 2017Learning Fashion Compatibility with Bidirectional LSTMs.
ACM International Conference on Multimedia (ACM MM), Mountain View, USA, 2017.
ACM MM 2017Learning Semantic Feature Map for Visual Content Recognition.
ACM International Conference on Multimedia (ACM MM), Mountain View, USA, 2017.
ACM MM 2017Sketch Recognition with Deep Visual-Sequential Fusion Model.
ACM International Conference on Multimedia (ACM MM), Mountain View, USA, 2017.
ACM MM 2017Learning to Generate and Edit Hairstyles.
ACM International Conference on Multimedia (ACM MM), Mountain View, USA, 2017.
ACM MM 2017Adaptively Weighted Multi-task Deep Network for Person Attribute Classification.
ACM International Conference on Multimedia (ACM MM), Mountain View, USA, 2017.
CVPR 2017Weakly Supervised Dense Video Captioning.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, USA, 2017.
ICMR 2017Frame-Transformer Emotion Classification Network.
ACM International Conference on Multimedia Retrieval (ICMR), Bucharest, Romania, 2017.
ICMR 2017Multi-task Deep Neural Network for Joint Face Recognition and Facial Attribute Prediction.
ACM International Conference on Multimedia Retrieval (ICMR), Bucharest, Romania, 2017.
ICME 2017Iterative Object and Part Transfer for Fine-Grained Recognition.
IEEE International Conference on Multimedia & Expo (ICME), Hong Kong, China, 2017.
AAAI 2017Adaptive Proximal Average Approximation for Composite Convex Minimization.
The 31st AAAI Conference on Artificial Intelligence (AAAI), San Francisco, 2017.
Journal of Computer Research and Development 2017Video Copy Detection Method: A Review (In Chinese).
Journal of Computer Research and Development, vol. 54, issue 6, pp. 1238-1250, 2017. Special Issue Highlighting Research Works of NSF China Outstanding Young Researcher Awardees.
ACM MM 2016Multi-Stream Multi-Class Fusion of Deep Networks for Video Classification.
ACM International Conference on Multimedia (ACM MM), Amsterdam, The Netherlands, 2016.
ACM MM 2016Binary Optimized Hashing.
ACM International Conference on Multimedia (ACM MM), Amsterdam, The Netherlands, 2016.
CVPR 2016Harnessing Object and Scene Semantics for Large-Scale Video Understanding.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, USA, 2016.
ICMR 2016Matching User Photos to Online Products with Robust Deep Features.
ACM International Conference on Multimedia Retrieval (ICMR), New York, USA, 2016.
ICMR 2016Video Emotion Recognition with Transferred Deep Feature Encodings.
ACM International Conference on Multimedia Retrieval (ICMR), New York, USA, 2016.
BMVC 2016Regional Gating Neural Networks for Multi-Label Image Classification.
British Machine Vision Conference (BMVC), York, UK, 2016.
ECAI 2016On Stochastic Primal-Dual Hybrid Gradient Approach for Compositely Regularized Minimization.
European Conference on Artificial Intelligence (ECAI), The Hague, The Netherlands, 2016.
TRECVID 2016NTTFudan Team at TRECVID 2016: Multimedia Event Detection.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2016.
MediaEval 2016BigVid at MediaEval 2016: Predicting Interestingness in Images and Videos.
MediaEval 2016 Workshop, 2016.
TMM 2016Hierarchical Visualization of Video Search Results for Topic-based Browsing.
IEEE Transactions on Multimedia (TMM), vol. 18, issue 11, pp. 2161-2170, 2016.
IEEE Transactions on Big Data 2016Partial Copy Detection in Videos: A Benchmark and an Evaluation of Popular Methods.
IEEE Transactions on Big Data, vol. 2, issue 1, pp. 32-42, 2016.
IEEE Multimedia 2016Fast Summarization of User-Generated Videos: Exploiting Semantic, Emotional and Quality Clues.
IEEE Multimedia, vol. 23, issue 3, pp. 23-33, 2016.
ACM MM 2015Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification.
ACM International Conference on Multimedia (ACM MM), Brisbane, Australia, 2015.
ICMR 2015Evaluating Two-Stream CNN for Video Classification.
ACM International Conference on Multimedia Retrieval (ICMR), Shanghai, China, 2015.
IJCAI 2015Optimal Bayesian Hashing for Efficient Face Recognition.
The 24th International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina, 2015.
IJCAI 2015Portfolio Choices with Orthogonal Bandit Learning.
The 24th International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina, 2015.
IEEE BigMM 2015Categorizing Big Video Data on the Web: Challenges and Opportunities.
IEEE International Conference on Multimedia Big Data (IEEE BigMM), Beijing, China, April 2015. IEEE & ACM BigMM Summit 2015, Invited Position Paper.
MediaEval 2015Fudan-Huawei at MediaEval 2015: Detecting Violent Scenes and Affective Impact in Movies with Deep Learning.
MediaEval 2015 Workshop, Wurzen, Germany, 2015.
TRECVID 2015Fudan at TRECVID 2015: Adaptive Feature Fusion for Multimedia Event Detection in Videos.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2015.
TRECVID 2015NTT-Fudan Team @ TRECVID 2015: Multimedia Event Detection.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2015.
CBMI 2015VSD2014: A Dataset for Violent Scenes Detection in Hollywood Movies and Web Videos.
International Workshop on Content-Based Multimedia Indexing (CBMI), Prague, Czech Republic, 2015.
Multimedia Tools and Applications 2015GPU-based MapReduce for Large-scale Near-duplicate Video Retrieval.
Multimedia Tools and Applications, vol. 74, issue 23, pp. 10515-10534, 2015.
DMKD 2015A Relative Similarity Based Method for Interactive Patient Risk Prediction.
Data Mining and Knowledge Discovery (DMKD), vol. 29, issue 4, pp. 1070-1093, 2015.
TIP 2015Human Action Recognition in Unconstrained Videos by Explicit Motion Modeling.
IEEE Transactions on Image Processing (TIP), vol. 24, issue 11, pp. 3781-3795, 2015.
TMM 2015Super Fast Event Recognition in Internet Videos.
IEEE Transactions on Multimedia (TMM), vol. 17, issue 8, pp. 1-13, 2015.
TCSVT 2015CHCF: A Cloud-based Heterogeneous Computing Framework for Large-Scale Image Retrieval.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 25, issue 12, pp. 1900-1913, 2015.
ACM MM 2014Exploring Inter-feature and Inter-class Relationships with Deep Neural Networks for Video Classification.
ACM International Conference on Multimedia (ACM MM), Orlando, USA, 2014.
ECCV 2014VCDB: A Large-Scale Database for Partial Copy Detection in Videos.
European Conference on Computer Vision (ECCV), Zurich, 2014.
ECCV 2014Which Looks Like Which: Exploring Inter-Class Relationships in Fine-Grained Visual Categorization.
European Conference on Computer Vision (ECCV), Zurich, 2014.
AAAI 2014Predicting Emotions in User-Generated Videos.
The 28th AAAI Conference on Artificial Intelligence (AAAI), Quebec City, Canada, 2014.
ACM MM 2014Organizing Video Search Results to Adapted Semantic Hierarchies for Topic-based Browsing.
ACM International Conference on Multimedia (ACM MM), Orlando, USA, 2014.
ACM MM 2014Real-Time Summarization of User-Generated Videos Based on Semantic Recognition.
ACM International Conference on Multimedia (ACM MM), Orlando, USA, 2014.
ICDM 2014News Credibility Evaluation on Microblog with a Hierarchical Propagation Model.
IEEE International Conference on Data Mining (ICDM), Shenzhen, China, 2014.
CBMI 2014Benchmarking Violent Scenes Detection in Movies.
The 12th International Workshop on Content-Based Multimedia Indexing (CBMI), Klagenfurt, Austria, 2014.
ICME 2014Challenge Huawei Challenge: Fusing Multimodal Features with Deep Neural Networks for Mobile Video Annotation.
IEEE International Conference on Multimedia & Expo (ICME), Chengdu, China, 2014. (Grand Challenge Session)
The MediaEval 2014 Affect Task: Violent Scenes Detection.
MediaEval 2014 Workshop, Barcelona, Spain, 2014. (Task Overview Paper)
MediaEval 2014Fudan-NJUST at MediaEval 2014: Violent Scenes Detection Using Deep Neural Networks.
MediaEval 2014 Workshop, Barcelona, Spain, 2014.
MMM 2014A Framework of Video Coding for Compressing Near-Duplicate Videos.
International Conference on Multimedia Modeling (MMM), Dublin, Ireland, 2014.
TOMM 2014Placing Videos on a Semantic Hierarchy for Search Result Navigation.
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM, vol. 10, issue 4, 2014.
TMM 2014Video Event Detection Using Motion Relativity and Feature Selection.
IEEE Transactions on Multimedia (TMM), vol. 16, issue 5, pp. 1303-1315, 2014.
MVA 2014Discovering Joint Audio-Visual Codewords for Video Event Detection.
Machine Vision and Applications (MVA), vol. 25, issue 1, pp. 33-47, 2014.
Invited PaperName-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues.
Invited Paper, Special Issue on Current Advances in NSFC Joint Research Projects.
TIP 2014Learning Multiple Relative Attributes With Humans in the Loop.
IEEE Transactions on Image Processing (TIP), vol. 23, issue 12, pp. 5573-5585, 2014.
AAAI 2013Understanding and Predicting Interestingness of Videos.
The 27th AAAI Conference on Artificial Intelligence (AAAI), Bellevue, Washington, USA, 2013.
ICCV 2013Learning Hash Codes with Listwise Supervision.
IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 2013.
IJCAI 2013Multiple Task Learning Using Iteratively Reweighted Least Square.
The 23rd International Joint Conference on Artificial Intelligence (IJCAI), Beijing, China, 2013.
ACM MM 2013Beauty is Here: Evaluating Aesthetics in Videos Using Multimodal Features and Free Training Data.
ACM International Conference on Multimedia (ACM MM), Barcelona, Spain, 2013.
ACM MM 2013Strong Geometry Consistency for Large Scale Partial-Duplicate Image Search.
ACM International Conference on Multimedia (ACM MM), Barcelona, Spain, 2013.
The MediaEval 2013 Affect Task: Violent Scenes Detection.
MediaEval 2013 Workshop, Barcelona, Spain, 2013. (Task Overview Paper)
MediaEval 2013Fudan at MediaEval 2013: Violent Scenes Detection Using Motion Features and Part-Level Attributes.
MediaEval 2013 Workshop, Barcelona, Spain, 2013.
IJMIR 2013High-Level Event Recognition in Unconstrained Videos.
International Journal of Multimedia Information Retrieval (IJMIR), vol. 2, issue 2, pp. 73-101, 2013.
TMM 2013Query-Adaptive Image Search with Hash Codes.
IEEE Transactions on Multimedia (TMM), vol. 15, issue 2, pp. 442-453, 2013.
ECCV 2012Trajectory-Based Modeling of Human Actions with Motion Reference Points.
European Conference on Computer Vision (ECCV), Firenze, Italy, 2012.
ECCV 2012Learning Hybrid Part Filters for Scene Recognition.
European Conference on Computer Vision (ECCV), Firenze, Italy, 2012.
CVPR 2012Supervised Hashing with Kernels.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Rhode Island, USA, 2012.
ICMR 2012SUPER: Towards Real-time Event Recognition in Internet Videos.
ACM International Conference on Multimedia Retrieval (ICMR), Hong Kong, China, 2012.
ACM MM 2012A Fast Video Event Recognition System and Its Application to Video Search.
ACM International Conference on Multimedia (ACM MM), Nara, Japan, 2012. (Demo session)
MediaEval 2012The Shanghai-Hongkong Team at MediaEval2012: Violent Scene Detection Using Trajectory-based Features.
MediaEval 2012 Workshop, Pisa, Italy, 4-5, 2012.
ICMR 2012Joint Audio-Visual Bi-Modal Codewords for Video Event Detection.
ACM International Conference on Multimedia Retrieval (ICMR), Hong Kong, China, 2012.
TMM 2012Sampling and Ontologically Pooling Web Images for Visual Concept Learning.
IEEE Transactions on Multimedia (TMM), vol. 14, issue 4, pp. 1068-1078, 2012.
TIP 2012Fast Semantic Diffusion for Large Scale Context-Based Image and Video Annotation.
IEEE Transactions on Image Processing (TIP), vol. 21, issue 6, pp. 3080-3091, 2012.
ACM MM 2011Towards Textually Describing Complex Video Contents with Audio-Visual Concept Classifiers.
ACM International Conference on Multimedia (ACM MM), Arizona, USA, 2011.
ACM MM 2011On the Pooling of Positive Examples with Ontology for Visual Concept Learning.
ACM International Conference on Multimedia (ACM MM), Arizona, USA, 2011.
ICMR 2011Consumer Video Understanding: A Benchmark Database and An Evaluation of Human and Machine Performance.
ACM International Conference on Multimedia Retrieval (ICMR), Trento, Italy, 2011.
ICMR 2011Lost in Binarization: Query-Adaptive Ranking for Similar Image Search with Compact Codes.
ACM International Conference on Multimedia Retrieval (ICMR), Trento, Italy, 2011.
CVPR 2011Noise Resistant Graph Ranking for Improved Web Image Search.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, 2011.
TRECVID 2011The MediaMill TRECVID 2011 Semantic Video Search Engine.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2011.
TCSVT 2011Modeling Scene and Object Contexts for Human Action Retrieval with Few Examples.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 21, issue 5, pp. 674-681, 2011.
TCSVT 2011Concept-Driven Multi-Modality Fusion for Video Search.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 21, issue 1, pp. 62-73, 2011.
TMM 2010Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study.
IEEE Transactions on Multimedia (TMM), vol. 12, issue 1, pp. 42-53, 2010.
TRECVID 2010Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2010.
CIVR 2010On the Sampling of Web Images for Learning Visual Concept Classifiers.
ACM International Conference on Image and Video Retrieval (CIVR), Xi'an, China, 2010.
ACM MM 2009Brain State Decoding for Rapid Image Retrieval.
ACM International Conference on Multimedia (ACM MM), Beijing, China, 2009.
ACM MM 2009Semantic Context Transfer across Heterogeneous Sources for Domain Adaptive Video Search.
ACM International Conference on Multimedia (ACM MM), Beijing, China, 2009.
ICCV 2009Domain Adaptive Semantic Diffusion for Large Scale Context-Based Video Annotation.
IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009.
CVPR 2009Label Diagnosis through Self Tuning for Web Image Search.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami Beach, 2009.
CIVR 2009Exploring Inter-Concept Relationship with Context Space for Semantic Video Indexing.
ACM International Conference on Image and Video Retrieval (CIVR), Santorini, Greece, 2009.
TRECVID 2009VIREO/DVMM at TRECVID 2009: High-Level Feature Extraction, Automatic Video Search, and Content-Based Copy Detection.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2009.
CVIU 2009Visual Word Proximity and Linguistics for Semantic Video Indexing and Near-Duplicate Retrieval.
Computer Vision and Image Understanding (CVIU), vol. 113, issue 3, pp. 405-414, 2009.
ACM MM 2008Video Event Detection Using Motion Relativity and Visual Relatedness.
ACM International Conference on Multimedia (ACM MM), Vancouver, Canada, 2008.
SIGIR 2008Bag-of-Visual-Words Expansion Using Visual Relatedness for Video Indexing.
ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR), Singapore, 2008.
ICME 2008Ontology-Based Visual Word Matching for Near-Duplicate Retrieval.
IEEE International Conference on Multimedia & Expo (ICME), Hannover, Germany, 2008.
Columbia University ADVENT Technical Report 2008CU-VIREO374: Fusing Columbia374 and VIREO-374 for Large Scale Semantic Concept Detection.
Columbia University ADVENT Technical Report #223-2008-1, 2008.
TRECVID 2008Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2008.
TRECVID 2008Beyond Semantic Search: What You Observe May Not Be What You Think.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2008.
TMM 2008Selection of Concept Detectors for Video Search by Ontology-Enriched Semantic Spaces.
IEEE Transactions on Multimedia (TMM), vol. 10, issue 6, pp. 1085-1096, 2008.
CIVR 2007Towards Optimal Bag-of-Features for Object Categorization and Semantic Video Retrieval.
ACM International Conference on Image and Video Retrieval (CIVR), Amsterdam, The Netherlands, 2007.
ACM MM 2007Evaluating Bag-of-Visual-Words Representations in Scene Classification.
ACM SIGMM Workshop on Multimedia Information Retrieval (MIR), in conjunction with ACM International Conference on Multimedia (ACM MM), Germany, 2007.
TRECVID 2007Experimenting VIREO-374: Bag-of-Visual-Words and Visual-Based Ontology for Semantic Video Indexing and Search.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2007.
ACM MM 2006Fast Tracking of Near-Duplicate Keyframes in Broadcast Domain with Transitivity Propagation.
ACM International Conference on Multimedia (ACM MM), Santa Barbara, CA, USA, 2006.
Asia-Pacific Workshop on Visual Information Processing 2006Exploring Semantic Concept Using Local Invariant Features.
Asia-Pacific Workshop on Visual Information Processing, Beijing, China, 2006. (Invited paper&talk)
CIVR 2006Keyframe Retrieval by Keypoints: Can Point-to-Point Matching Help.
International Conference on Image and Video Retrieval (CIVR), Tempe, USA, 2006.
TRECVID 2006Modeling Local Interest Points for Semantic Detection and Video Search.
NIST TRECVID Workshop (TRECVID), Gaithersburg, USA, 2006.