Publications

(Selected works are shown. Full publication list is in Google Scholar)

arXiv

  1. arXiv
    [New!!] Empowering Small VLMs to Think with Dynamic Memorization and Exploration
    Jiazhen Liu, Yuchuan Deng, and Long Chen
    (arXiv) , arXiv , Codes
  2. arXiv
    [New!!] Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension
    Lin Li, Wei Chen, Jiahui Li, Kwang-Ting Cheng, and Long Chen
    arXiv preprint (arXiv) , arXiv , Codes
  3. arXiv
    [New!!] Personalize Your Gaussian: Consistent 3D Scene Personalization from a Single Image
    Yuxuan Wang, Xuanyu Yi, Qingshan Xu, Yuan Zhou, Long Chen, and Hanwang Zhang
    arXiv preprint (arXiv) , arXiv
  4. arXiv
    [New!!] Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models
    Wei Chen, Xin Yan, Bin Wen, Fan Yang, Tingting Gao, Di Zhang, and Long Chen
    arXiv preprint (arXiv) , arXiv
  5. arXiv
    [New!!] Physics-Aware Human-Object Rendering from Sparse Views via 3D Gaussian Splatting
    Weiquan Wang, Jun Xiao, Yueting Zhuang, and Long Chen
    arXiv preprint (arXiv) , arXiv
  6. arXiv
    [New!!] Taking A Closer Look at Interacting Objects: Interaction-Aware Open Vocabulary Scene Graph Generation
    Lin Li, Chuhan Zhang, Dong Zhang, Chong Sun, Chen Li, and Long Chen
    arXiv preprint (arXiv) , arXiv
  7. arXiv
    [New!!] Multi-level Compositional Feature Augmentation for Unbiased Scene Graph Generation
    Lin Li, Xingchen Li, Chong Sun, Chen Li, and Long Chen
    arXiv preprint (arXiv) , arXiv , extension of ICCV’23 work
  8. arXiv
    [New!!] A Survey on Multimodal Benchmarks: In the Era of Large AI Models
    Lin Li, Guikun Chen, Hanrong Shi, Jun Xiao, and Long Chen
    arXiv preprint (arXiv) , arXiv , Codes
  9. arXiv
    R3HF: Reward Redistribution for Enhancing Reinforcement Learning from Human Feedback
    Jiahui Li, Tai-Wei Chang, Fengda Zhang, Kun Kuang, and Long Chen
    arXiv preprint (arXiv) , arXiv
  10. arXiv
    Towards Complementary Knowledge Distillation for Efficient Dense Image Prediction
    Dong Zhang, Pingcheng Dong, Xinting Hu, Long Chen, and Kwang-Ting Cheng
    arXiv preprint (arXiv) , arXiv
  11. arXiv
    Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting
    Guangxing Han, Long Chen, Jiawei Ma, Shiyuan Huang, Rama Chellappa, and Shih-Fu Chang
    arXiv preprint (arXiv) , arXiv

2025

  1. ACM MM
    Compositional Zero-shot Learning via Progressive Language-based Observations
    Lin Li, Guikun Chen, Jun Xiao, and Long Chen
    ACM International Conference on Multimedia (ACM MM) , 2025
  2. ACM MM
    SpA2V: Harnessing Spatial Auditory Cues for Audio-driven Spatially-aware Video Generation
    Trung Kien Pham, Yingqing He, Yazhou Xing, Qifeng Chen, and Long Chen
    ACM International Conference on Multimedia (ACM MM) , 2025
  3. ACM MM
    Zero-shot Compositional Action Recognition with Neural Logic Constraints
    Gefan Ye, Lin Li, Kexin Li, Jun Xiao, and Long Chen
    ACM International Conference on Multimedia (ACM MM) , 2025
  4. ICCV
    Nautilus: Locality-aware Autoencoder for Scalable Mesh Generation
    Yuxuan Wang, Xuanyu Yi, Haohan Weng, Qingshan Xu, Xiaokang Wei, Xianghui Yang, Chunchao Guo, Long Chen, and Hanwang Zhang
    International Conference on Computer Vision (ICCV) , 2025 , Codes , Website
  5. ICCV
    Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
    Jun Li, Jinpeng Wang, Chaolei Tan, Niu Lian, Long Chen, Yaowei Wang, Min Zhang, Shu-Tao Xia, and Bin Chen
    International Conference on Computer Vision (ICCV) , 2025 , Codes
  6. ACL
    Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embedding
    Haomiao Tang, Jinpeng Wang, Yuang Peng, Guanghao Meng, Ruisheng Luo, Bin Chen, Long Chen, Yaowei Wang, and Shu-Tao Xia
    Annual Meeting of the Association for Computational Linguistics (ACL) , 2025 , Oral presentation
  7. ICML
    Event-Customized Image Generation
    Zhen Wang, Yilei Jiang, Dong Zheng, Jun Xiao, and Long Chen
    International Conference on Machine Learning (ICML) , 2025 , Codes
  8. ICML
    Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
    Kaifeng Gao, Jiaxin Shi, Hanwang Zhang, Chunping Wang, Jun Xiao, and Long Chen
    International Conference on Machine Learning (ICML) , 2025 , Codes
  9. CVPR
    CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation
    Wei Chen, Lin Li, Yongqi Yang, Bin Wen, Fan Yang, Tingting Gao, Yu Wu, and Long Chen
    Computer Vision and Pattern Recognition (CVPR) , 2025 , Codes , Highlight presentation
  10. CVPR
    IterIS: Iterative Inference-Solving Alignment for LoRA Merging
    Hongxu Chen, Zhen Wang, Runshi Li, Bowei Zhu, and Long Chen
    Computer Vision and Pattern Recognition (CVPR) , 2025 , Codes
  11. CVPR
    Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification
    Yanghao Wang, and Long Chen
    Computer Vision and Pattern Recognition (CVPR) , 2025 , Codes
  12. CVPR
    Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards
    Zijing Hu, Fengda Zhang, Long Chen, Kun Kuang, Jiahui Li, Kaifeng Gao, Jun Xiao, Xin Wang, and Wenwu Zhu
    Computer Vision and Pattern Recognition (CVPR) , 2025 , Codes
  13. CVPR
    Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
    Jinpeng Wang, Tianci Luo, Yaohua Zha, Yan Feng, Ruisheng Luo, Bin Chen, Tao Dai, Long Chen, Yaowei Wang, and Shu-Tao Xia
    Computer Vision and Pattern Recognition (CVPR) , 2025 , Codes
  14. ICLR
    DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
    Hongxiang Li, Yaowei Li, Yuhang Yang, Junjie Gao, Zhihong Zhu, Xuxin Cheng, and Long Chen
    International Conference on Learning Representations (ICLR) , 2025 , Codes
  15. ICLR
    CLIPDrag: Combining Text-based and Drag-based Instructions for Image Editing
    Ziqi Jiang, Zhen Wang, and Long Chen
    International Conference on Learning Representations (ICLR) , 2025 , Codes
  16. ICLR
    Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection
    Guojin Zhong, Pan Wang, Jin Yuan, Zhiyong Li, and Long Chen
    International Conference on Learning Representations (ICLR) , 2025
  17. ICLR
    Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
    Chuhan Zhang, Chaoyang Zhu, Pingcheng Dong, Long Chen, and Dong Zhang
    International Conference on Learning Representations (ICLR) , 2025 , Codes
  18. AAAI
    Learning Causal Transition Matrix for Instance-dependent Label Noise
    Jiahui Li, Tai-Wei Chang, Kun Kuang, Ximing Li, Long Chen, and Jun Zhou
    AAAI Conference on Artificial Intelligence (AAAI) , 2025
  19. TCSVT
    Eliminating Semantic Ambiguity in Human Pose Estimation via Stable Feature Upsampling
    Shu Jiang, Dong Zhang, Rui Yan, Xiangbo Shu, Pingcheng Dong, Long Chen, and Xiaoyu Du
    IEEE Trans. on Circuits and Systems for Video Technolog (TCSVT) , 2025

2024

  1. NeurIPS
    Di2Pose: Discrete Diffusion Model for Occluded 3D Human Pose Estimation
    Weiquan Wang, Jun Xiao, Chunping Wang, Wei Liu, Zhao Wang, and Long Chen
    Neural Information Processing Systems (NeurIPS) , 2024
  2. NeurIPS
    LLMs Can Evolve Continually on Modality for X-Modal Reasoning
    Jiazuo Yu, Haomiao Xiong, Lu Zhang, Haiwen Diao, Yunzhi Zhuge, Lanqing Hong, Dong Wang, Huchuan Lu, You He, and Long Chen
    Neural Information Processing Systems (NeurIPS) , 2024 , Codes
  3. EMNLP
    Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning
    Jiahui Li, Hanlin Zhang, Fengda Zhang, Tai-Wei Chang, Kun Kuang, Long Chen, and Jun Zhou
    Empirical Methods in Natural Language Processing (EMNLP) , 2024
  4. EMNLP
    MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
    Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, and Yangqiu Song
    Empirical Methods in Natural Language Processing (EMNLP) , 2024
  5. ACM MM
    Seeing Beyond Classes: Zero-Shot Grounded Situation Recognition via Language Explainer
    Jiaming Lei, Lin Li, Chunping Wang, Jun Xiao, and Long Chen
    ACM International Conference on Multimedia (ACM MM) , 2024
  6. ACM MM
    PROMOTE: Prior-Guided Diffusion Model with Global-Local Contrastive Learning for Exemplar-Based Image Translation
    Guojin Zhong, Yihu Guo, Jin Yuan, Qianjun Zhang, Weili Guan, and Long Chen
    ACM International Conference on Multimedia (ACM MM) , 2024
  7. ECCV
    View-Consistent 3D Editing with Gaussian Splatting
    Yuxuan Wang, Xuanyu Yi, Zike Wu, Na Zhao, Long Chen, and Hanwang Zhang
    European Conference on Computer Vision (ECCV) , 2024 , Website
  8. ECCV
    DECap: Towards Generalized Explicit Caption Editing via Diffusion Mechanism
    Zhen Wang, Xinyun Jiang, Jun Xiao, Tao Chen, and Long Chen
    European Conference on Computer Vision (ECCV) , 2024
  9. ECCV
    SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning
    Haiwen Diao, Bo Wan, Xu Jia, Yunzhi Zhuge, Ying Zhang, Huchuan Lu, and Long Chen
    European Conference on Computer Vision (ECCV) , 2024 , Codes
  10. ECCV
    An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding
    Wei Chen, Long Chen, and Yu Wu
    European Conference on Computer Vision (ECCV) , 2024
  11. ACL Findings
    RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter
    Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, and Ge Li
    Annual Meeting of the Association for Computational Linguistics (ACL Findings) , 2024
  12. IJCAI
    ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Observation-Aligned Action Spaces
    Libing Yang, Yang Li, and Long Chen
    International Joint Conference on Artificial Intelligence (IJCAI) , 2024 , Website
  13. CVPR
    UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory
    Haiwen Diao, Bo Wan, Ying Zhang, Xu Jia, Huchuan Lu, and Long Chen
    Computer Vision and Pattern Recognition (CVPR) , 2024 , Codes
  14. CVPR
    Distributionally Generative Augmentation for Fair Facial Attribute Classification
    Fengda Zhang, Qianpei He, Kun Kuang, Jiashuo Liu, Long Chen, Chao Wu, Jun Xiao, and Hanwang Zhang
    Computer Vision and Pattern Recognition (CVPR) , 2024
  15. ICLR
    SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos
    Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, and Shih-Fu Chang
    International Conference on Learning Representations (ICLR) , 2024 , Codes
  16. AAAI
    Beyond Grounding: Extracting Fine-Grained Event Hierarchies Across Modalities
    Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Long Chen, Yulei Niu, Xudong Lin, Xuande Feng, Jaywon Koo, Sounak Ray, and Shih-Fu Chang
    AAAI Conference on Artificial Intelligence (AAAI) , 2024
  17. TPAMI
    A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future
    Chaoyang Zhu, and Long Chen
    IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI) , 2024 , Codes
  18. TPAMI
    NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation
    Lin Li, Jun Xiao, Hanrong Shi, Hanwang Zhang, Yi Yang, Wei Liu, and Long Chen
    IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI) , 2024 , Codes , extension of CVPR’22 work
  19. TPAMI
    CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention
    Wenxiao Wang, Wei Chen, Qibo Qiu, Long Chen, Boxi Wu, Binbin Lin, Xiaofei He, and Wei Liu
    IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI) , 2024 , Codes , extension of ICLR’22 work
  20. IJCV
    Learning Combinatorial Prompts for Universal Controllable Image Captioning
    Zhen Wang, Jun Xiao, Lei Chen, Fei Gao, Jian Shao, and Long Chen
    International Journal of Computer Vision (IJCV) , 2024
  21. IJCV
    From Easy to Hard: Learning Curricular Shape-aware Features for Robust Panoptic Scene Graph Generation
    Hanrong Shi, Lin Li, Jun Xiao, Yueting Zhuang, and Long Chen
    International Journal of Computer Vision (IJCV) , 2024
  22. TIP
    GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning
    Haiwen Diao, Ying Zhang, Shang Gao, Jiawen Zhu, Long Chen, and Huchuan Lu
    IEEE Trans. on Image Processing (TIP) , 2024
  23. TIP
    In Defense of Clip-based Video Relation Detection
    Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, and Roger Zimmermann
    IEEE Trans. on Image Processing (TIP) , 2024
  24. TOMM
    Improving Reference-based Distinctive Image Captioning with Contrastive Rewards
    Yangjun Mao, Jun Xiao, Dong Zhang, Meng Cao, Jian Shao, Yueting Zhuang, and Long Chen
    ACM Trans. on Multimedia Computing, Communications, and Applications (TOMM) , 2024
  25. TOMM
    Decomposed Prototype Learning for Few-Shot Scene Graph Generation
    Xingchen Li, Jun Xiao, Guikun Chen, Yinfu Feng, Yi Yang, An-An Liu, and Long Chen
    ACM Trans. on Multimedia Computing, Communications, and Applications (TOMM) , 2024
  26. TKDE
    ENCODE: Breaking the Trade-off Between Performance and Efficiency in Long-term User Behavior Modeling
    Wen-Ji Zhou, Yuhang Zheng, Yinfu Feng, Yunan Ye, Rong Xiao, Long Chen, Xiaosong Yang, and Jun Xiao
    IEEE Trans. on Knowledge and Data Engineering (TKDE) , 2024

2023

  1. EMNLP Findings
    Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models
    Hongzhan Lin, Ziyang Luo, Jing Ma, and Long Chen
    Empirical Methods in Natural Language Processing (EMNLP Findings) , 2023 , Codes
  2. EMNLP Findings
    Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond
    Zhecan Wang, Long Chen, Haoxuan You, Keyang Xu, Noel C Codella, Kai-Wei Chang, and Shih-Fu Chang
    Empirical Methods in Natural Language Processing (EMNLP Findings) , 2023
  3. EMNLP Findings
    IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models
    Haoxuan You, Rui Sun, Zhecan Wang, Long Chen, Gengyu Wang, Hammad A. Ayyubi, Kai-Wei Chang, and Shih-Fu Chang
    Empirical Methods in Natural Language Processing (EMNLP Findings) , 2023 , Codes
  4. NeurIPS
    Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models
    Lin Li, Jun Xiao, Guikun Chen, Jian Shao, Yueting Zhuang, and Long Chen
    Neural Information Processing Systems (NeurIPS) , 2023 , Codes
  5. NeurIPS
    Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning
    Jiahui Li, Kun Kuang, Baoxiang Wang, Xingchen Li, Fei Wu, Jun Xiao, and Long Chen
    Neural Information Processing Systems (NeurIPS) , 2023
  6. ICCV
    Compositional Feature Augmentation for Unbiased Scene Graph Generation
    Lin Li, Guikun Chen, Jun Xiao, Yi Yang, Chunping Wang, and Long Chen
    International Conference on Computer Vision (ICCV) , 2023 , Codes
  7. ACL Findings
    Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs
    Mingyang Zhou, Yi R. Fung, Long Chen, Christopher Thomas, Heng Ji, and Shih-Fu Chang
    Annual Meeting of the Association for Computational Linguistics (ACL Findings) , 2023 , Codes
  8. IJCAI
    Discrepancy-Guided Reconstruction Learning for Image Forgery Detection
    Zenan Shi, Haipeng Chen, Long Chen, and Dong Zhang
    International Joint Conference on Artificial Intelligence (IJCAI) , 2023
  9. CVPR
    Iterative Proposal Refinement for Weakly-Supervised Video Grounding
    Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Chen, Can Zhang, Yuexian Zou, Tao Shen, and Daxin Jiang
    Computer Vision and Pattern Recognition (CVPR) , 2023
  10. ICLR
    Video Scene Graph Generation from Single-Frame Weak Supervision
    Siqi Chen, Jun Xiao, and Long Chen
    International Conference on Learning Representations (ICLR) , 2023 , Codes
  11. ICLR
    Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection
    Kaifeng Gao, Long Chen, Hanwang Zhang, Jun Xiao, and Qianru Sun
    International Conference on Learning Representations (ICLR) , 2023 , Codes
  12. ICLR
    TempCLR: Temporal Alignment Representation with Contrastive Learning
    Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, and Shih-Fu Chang
    International Conference on Learning Representations (ICLR) , 2023 , Codes
  13. ICLR
    Fairness-aware Contrastive Learning with Partially Annotated Sensitive Attributes
    Fengda Zhang, Kun Kuang, Long Chen, Yuxuan Liu, Chao Wu, and Jun Xiao
    International Conference on Learning Representations (ICLR) , 2023
  14. TPAMI
    Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering
    Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, and Jun Xiao
    IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI) , 2023 , extension of CVPR’20 work
  15. TCSVT
    Label Semantic Knowledge Distillation for Unbiased Scene Graph Generation
    Lin Li, Jun Xiao, Hanrong Shi, Wenxiao Wang, Jian Shao, An-An Liu, Yi Yang, and Long Chen
    IEEE Trans. on Circuits and Systems for Video Technolog (TCSVT) , 2023
  16. TOMM
    VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching
    Chenchi Zhang, Wenbo Ma, Jun Xiao, Hanwang Zhang, Jian Shao, Yueting Zhuang, and Long Chen
    ACM Trans. on Multimedia Computing, Communications, and Applications (TOMM) , 2023 , extension of AAAI’21 work

2022

  1. EMNLP
    Weakly-Supervised Temporal Article Grounding
    Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad Ayyubi, Heng Ji, and Shih-Fu Chang
    Empirical Methods in Natural Language Processing (EMNLP) , 2022 , Codes
  2. EMNLP
    Rethinking Multi-Modal Alignment in Video Question Answering from Feature and Sample Perspectives
    Shaoning Xiao, Long Chen, Kaifeng Gao, Zhao Wang, Yi Yang, and Jun Xiao
    Empirical Methods in Natural Language Processing (EMNLP) , 2022
  3. NeurIPS
    Respecting Transfer Gap in Knowledge Distillation
    Yulei Niu, Long Chen, Chang Zhou, and Hanwang Zhang
    Neural Information Processing Systems (NeurIPS) , 2022
  4. ECCV
    Explicit Image Caption Editing
    Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao, and Jun Xiao
    European Conference on Computer Vision (ECCV) , 2022 , Codes
  5. ECCV
    Rethinking Data Augmentation for Robust Visual Question Answering
    Long Chen, Yuhang Zheng, and Jun Xiao
    European Conference on Computer Vision (ECCV) , 2022 , Codes
  6. ACM MM
    Rethinking the Reference-based Distinctive Image Captioning
    Yangjun Mao, Long Chen, Zhihong Jiang, Dong Zhang, Zhimeng Zhang, Jian Shao, and Jun Xiao
    ACM International Conference on Multimedia (ACM MM) , 2022 , Codes
  7. ACM MM
    Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation
    Xingchen Li, Long Chen, Wenbo Ma, Yi Yang, and Jun Xiao
    ACM International Conference on Multimedia (ACM MM) , 2022 , Codes , Oral presentation
  8. ACM MM
    Correspondence Matters for Video Referring Expression Comprehension
    Meng Cao, Jiang Ji, Long Chen, and Yuexian Zou
    ACM International Conference on Multimedia (ACM MM) , 2022 , Codes
  9. ICML
    Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning
    Jiahui Li, Kun Kuang, Baoxiang Wang, Furui Liu, Long Chen, Changjie Fan, Fei Wu, and Jun Xiao
    International Conference on Machine Learning (ICML) , 2022
  10. CVPR
    Few-Shot Object Detection with Fully Cross-Transformer
    Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, and Shih-Fu Chang
    Computer Vision and Pattern Recognition (CVPR) , 2022 , Codes , Oral presentation
  11. CVPR
    The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph Generation
    Lin Li, Long Chen, Yifeng Huang, Zhimeng Zhang, Songyang Zhang, and Jun Xiao
    Computer Vision and Pattern Recognition (CVPR) , 2022 , Codes , Oral presentation
  12. CVPR
    Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs
    Kaifeng Gao, Long Chen, Yulei Niu, Jian Shao, and Jun Xiao
    Computer Vision and Pattern Recognition (CVPR) , 2022 , Codes
  13. ICLR
    CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention
    Wenxiao Wang, Lu Yao, Long Chen, Binbin Lin, Deng Cai, Xiaofei He, and Wei Liu
    International Conference on Learning Representations (ICLR) , 2022 , Codes
  14. AAAI
    Rethinking the Two-Stage Framework for Grounded Situation Recognition
    Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, and Tat-Seng Chua
    AAAI Conference on Artificial Intelligence (AAAI) , 2022 , Codes
  15. TIP
    Deep Motion Prior for Weakly-Supervised Temporal Action Localization
    Meng Cao, Can Zhang, Long Chen, Mike Zheng Shou, and Yuexian Zou
    IEEE Trans. on Image Processing (TIP) , 2022
  16. TOMM
    A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach
    Xiaohan Lan, Yitian Yuan, Xin Wang, Long Chen, Zhi Wang, Lin Ma, and Wenwu Zhu
    ACM Trans. on Multimedia Computing, Communications, and Applications (TOMM) , 2022 , extension of ACM MM’21 workshop work

2021

  1. EMNLP
    On Pursuit of Designing Multi-Modal Transformer for Video Grounding
    Meng Cao, Long Chen, Mike Zheng Shou, Can Zhang, and Yuexian Zou
    Empirical Methods in Natural Language Processing (EMNLP) , 2021 , Codes , Oral presentation
  2. EMNLP
    Natural Language Video Localization with Learnable Moment Proposals
    Shaoning Xiao, Long Chen, Jian Shao, Yueting Zhuang, and Jun Xiao
    Empirical Methods in Natural Language Processing (EMNLP) , 2021 , Codes
  3. MM Challenge
    Video Relation Detection via Tracklet based Visual Transformer
    Kaifeng Gao, Long Chen, Yifeng Huang, and Jun Xiao
    ACM International Conference on Multimedia Grand Challenge (MM Challenge) , 2021 , Codes , 1st place solution
  4. MM Workshop
    A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics
    Yitian Yuan, Xiaohan Lan, Xin Wang, Long Chen, Zhi Wang, and Wenwu Zhu
    ACM International Conference on Multimedia Workshop (MM Workshop) , 2021 , Best paper award
  5. ACM MM
    Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation
    Jiahui Li, Kun Kuang, Lin Li, Long Chen, Songyang Zhang, Jian Shao, and Jun Xiao
    ACM International Conference on Multimedia (ACM MM) , 2021 , Oral presentation
  6. KDD
    Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning
    Jiahui Li, Kun Kuang, Baoxiang Wang, Furui Liu, Long Chen, Fei Wu, and Jun Xiao
    ACM Conference on Knowledge Discovery and Data Mining (KDD) , 2021
  7. ICML
    Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework
    Wenxiao Wang, Minghao Chen, Shuai Zhao, Long Chen, Jinming Hu, Haifeng Liu, Deng Cai, Xiaofei He, and Wei Liu
    International Conference on Machine Learning (ICML) , 2021
  8. CVPR
    Human-like Controllable Image Captioning with Verb-specific Semantic Roles
    Long Chen, Zhihong Jiang, Jun Xiao, and Wei Liu
    Computer Vision and Pattern Recognition (CVPR) , 2021 , Codes
  9. AAAI
    Boundary Proposal Network for Two-Stage Natural Language Video Localization
    Shaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao, Lu Ye, and Jun Xiao
    AAAI Conference on Artificial Intelligence (AAAI) , 2021
  10. AAAI
    Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding
    Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, and Shih-Fu Chang
    AAAI Conference on Artificial Intelligence (AAAI) , 2021 , Codes

Earlier

  1. SIGIR
    Hierarchical Fashion Graph Network for Personalized Outfit Recommendation
    Xingchen Li, Xiang Wang, Xiangnan He, Long Chen, Jun Xiao, and Tat-Seng Chua
    SIGIR Conference on Research and Development in Information Retrieval (SIGIR) , 2020 , Codes
  2. CVPR
    Counterfactual Samples Synthesizing for Robust Visual Question Answering
    Long Chen, Xin Yan, Jun Xiao, Hanwang Zhang, Shiliang Pu, and Yueting Zhuang
    Computer Vision and Pattern Recognition (CVPR) , 2020 , Codes
  3. AAAI
    Rethinking the Bottom-Up Framework for Query-based Video Localization
    Long Chen, Chujie Lu, Siliang Tang, Jun Xiao, Dong Zhang, Chilie Tan, and Xiaolin Li
    AAAI Conference on Artificial Intelligence (AAAI) , 2020 , Oral presentation
  1. ACM MM
    Learning using Privileged Information for Food Recognition
    Lei Meng, Long Chen, Xun Yang, Dacheng Tao, Hanwang Zhang, Chunyan Miao, and Tat-Seng Chua
    ACM International Conference on Multimedia (ACM MM) , 2019
  2. EMNLP
    DEBUG: A Dense Bottom-Up Grounding Approach for Natural Language Video Localization
    Chujie Lu, Long Chen, Chilie Tan, Xiaolin Li, and Jun Xiao
    Empirical Methods in Natural Language Processing (EMNLP) , 2019 , Oral presentation
  3. ICCV
    Counterfactual Critic Multi-Agent Training for Scene Graph Generation
    Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, and Shih-Fu Chang
    International Conference on Computer Vision (ICCV) , 2019 , Oral presentation
  1. CVPR
    Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks
    Long Chen, Hanwang Zhang, Jun Xiao, Wei Liu, and Shih-Fu Chang
    Computer Vision and Pattern Recognition (CVPR) , 2018 , Codes
  1. SIGIR Short
    Video Question Answering via Attribute-Augmented Attention Network Learning
    Yunan Ye, Zhou Zhao, Yimeng Li, Long Chen, Jun Xiao, and Yueting Zhuang
    SIGIR Conference on Research and Development in Information Retrieval (SIGIR Short) , 2017
    Most Cited Paper within 5 Years in SIGIR, Google Scholar 2022
  2. CVPR
    SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning
    Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, and Tat-Seng Chua
    Computer Vision and Pattern Recognition (CVPR) , 2017 , Codes , Google citations over 2000+ times
    Top-100 Most Cited Paper within 5 Years in CVPR, Google Scholar 2021&2022