Publications

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

arXiv

  1. arXiv
    [New!!] DECap: Towards Generalized Explicit Caption Editing via Diffusion Mechanism
    Zhen Wang, Jun Xiao, Tao Chen, and Long Chen
    arXiv preprint (arXiv) , arXiv
  2. arXiv
    [New!!] Compositional Zero-shot Learning via Progressive Language-based Observations
    Lin Li, Guikun Chen, Jun Xiao, and Long Chen
    arXiv preprint (arXiv) , arXiv
  3. arXiv
    [New!!] 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
    arXiv preprint (arXiv) , arXiv , Codes
  4. arXiv
    [New!!] A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future
    Chaoyang Zhu, and Long Chen
    arXiv preprint (arXiv) , arXiv
  5. arXiv
    [New!!] TreePrompt: Learning to Compose Tree Prompts for Explainable Visual Grounding
    Chenchi Zhang, Jun Xiao, Lei Chen, Jian Shao, and Long Chen
    arXiv preprint (arXiv) , arXiv
  6. arXiv
    [New!!] Learning Combinatorial Prompts for Universal Controllable Image Captioning
    Zhen Wang, Jun Xiao, Lei Chen, Fei Gao, Jian Shao, and Long Chen
    arXiv preprint (arXiv) , arXiv
  7. arXiv
    NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation
    Lin Li, Long Chen, Hanrong Shi, Hanwang Zhang, Yi Yang, Wei Liu, and Jun Xiao
    arXiv preprint (arXiv) , arXiv , extension of CVPR’22 work
  8. 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
  9. arXiv
    In Defense of Clip-based Video Relation Detection
    Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, and Roger Zimmermann
    arXiv preprint (arXiv) , arXiv
  10. arXiv
    Decomposed Prototype Learning for Few-Shot Scene Graph Generation
    Xingchen Li, Long Chen, Guikun Chen, Yinfu Feng, Yi Yang, and Jun Xiao
    arXiv preprint (arXiv) , arXiv

2024

  1. 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 , extension of ICLR’22 work

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 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 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 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 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 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 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 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 1000+ times
    Top-100 Most Cited Paper within 5 Years in CVPR, Google Scholar 2021&2022