Chen, Long

85 publications

AAAI 2025 3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving Boyi Sun, Yuhang Liu, Xingxia Wang, Bin Tian, Long Chen, Fei-Yue Wang

ICLR 2025 Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization Jingrong Wei, Long Chen

CVPRW 2025 Attention-Guided Hierarchical Defense for Multimodal Attacks in Vision-Language Models Long Chen, Yuling Chen, Yun Luo, Hui Dou, Xinyang Zhong

ICLR 2025 CLIPDrag: Combining Text-Based and Drag-Based Instructions for Image Editing Ziqi Jiang, Zhen Wang, Long Chen

ICML 2025 Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing Kaifeng Gao, Jiaxin Shi, Hanwang Zhang, Chunping Wang, Jun Xiao, Long Chen

CVPR 2025 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, Long Chen

ICLR 2025 Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection Chuhan Zhang, Chaoyang Zhu, Pingcheng Dong, Long Chen, Dong Zhang

NeurIPS 2025 Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models Wei Chen, Xin Yan, Bin Wen, Fan Yang, Tingting Gao, Di Zhang, Long Chen

ICLR 2025 DisPose: Disentangling Pose Guidance for Controllable Human Image Animation Hongxiang Li, Yaowei Li, Yuhang Yang, Junjie Cao, Zhihong Zhu, Xuxin Cheng, Long Chen

CVPR 2025 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, Shu-Tao Xia

ICCV 2025 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, Bin Chen

ICML 2025 Event-Customized Image Generation Zhen Wang, Yilei Jiang, Dong Zheng, Jun Xiao, Long Chen

NeurIPS 2025 Interaction-Centric Knowledge Infusion and Transfer for Open Vocabulary Scene Graph Generation Lin Li, Chuhan Zhang, Dong Zhang, Chong Sun, Chen Li, Long Chen

CVPR 2025 Inversion Circle Interpolation: Diffusion-Based Image Augmentation for Data-Scarce Classification Yanghao Wang, Long Chen

CVPR 2025 IterIS: Iterative Inference-Solving Alignment for LoRA Merging Hongxu Chen, Zhen Wang, Runshi Li, Bowei Zhu, Long Chen

AAAI 2025 Learning Causal Transition Matrix for Instance-Dependent Label Noise Jiahui Li, Tai-Wei Chang, Kun Kuang, Ximing Li, Long Chen, Jun Zhou

ICLR 2025 Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection Guojin Zhong, Pan Wang, Jin Yuan, Zhiyong Li, Long Chen

ICCV 2025 Nautilus: Locality-Aware Autoencoder for Scalable Mesh Generation Yuxuan Wang, Xuanyu Yi, Haohan Weng, Qingshan Xu, Xiaokang Wei, Xianghui Yang, Chunchao Guo, Long Chen, Hanwang Zhang

NeurIPS 2025 Noise Matters: Optimizing Matching Noise for Diffusion Classifiers Yanghao Wang, Long Chen

AAAI 2025 Open-World Multimodal Understanding and Generation with Efficiently Finetuned Foundation Models Long Chen

NeurIPS 2025 ReSim: Reliable World Simulation for Autonomous Driving Jiazhi Yang, Kashyap Chitta, Shenyuan Gao, Long Chen, Yuqian Shao, Xiaosong Jia, Hongyang Li, Andreas Geiger, Xiangyu Yue, Li Chen

NeurIPS 2025 SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models Xianda Guo, Ruijun Zhang, Yiqun Duan, Yuhang He, Dujun Nie, Wenke Huang, Chenming Zhang, Shuai Liu, Hao Zhao, Long Chen

CVPR 2025 SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment Katrin Renz, Long Chen, Elahe Arani, Oleg Sinavski

CVPR 2025 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, Wenwu Zhu

NeurIPS 2024 $\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation Weiquan Wang, Jun Xiao, Chunping Wang, Wei Liu, Zhao Wang, Long Chen

ECCV 2024 An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding Wei Chen, Long Chen, Yu Wu

AAAI 2024 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, Shih-Fu Chang

ACML 2024 Chain Association-Based Attacking and Shielding Natural Language Processing Systems JiaCheng Huang, Long Chen

IJCAI 2024 ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Observation-Aligned Action Spaces Libing Yang, Yang Li, Long Chen

ECCV 2024 DECap: Towards Generalized Explicit Caption Editing via Diffusion Mechanism Zhen Wang, Xinyun Jiang, Jun Xiao, Tao Chen, Long Chen

CVPR 2024 Distributionally Generative Augmentation for Fair Facial Attribute Classification Fengda Zhang, Qianpei He, Kun Kuang, Jiashuo Liu, Long Chen, Chao Wu, Jun Xiao, Hanwang Zhang

ECCV 2024 Generative End-to-End Autonomous Driving Wenzhao Zheng, Ruiqi Song, Xianda Guo, Chenming Zhang, Long Chen

NeurIPS 2024 LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning Jiazuo Yu, Haomiao Xiong, Lu Zhang, Haiwen Diao, Yunzhi Zhuge, Lanqing Hong, Dong Wang, Huchuan Lu, You He, Long Chen

ECCV 2024 LingoQA: Video Question Answering for Autonomous Driving Ana-Maria Marcu, Long Chen, Jan Hünermann, Alice Karnsund, Benoit Hanotte, Prajwal Chidananda, Saurabh Nair, Vijay Badrinarayanan, Alex Kendall, Jamie Shotton, Elahe Arani, Oleg Sinavski

ICLR 2024 SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang

ECCV 2024 SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning Haiwen Diao, Bo Wan, Xu Jia, Yunzhi Zhuge, Ying Zhang, Huchuan Lu, Long Chen

AAAI 2024 SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network Yuhang He, Zhuangzhuang Dai, Niki Trigoni, Long Chen, Andrew Markham

ICML 2024 Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity Based Pruning Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan

CVPR 2024 UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory Haiwen Diao, Bo Wan, Ying Zhang, Xu Jia, Huchuan Lu, Long Chen

ECCV 2024 View-Consistent 3D Editing with Gaussian Splatting Yuxuan Wang, Xuanyu Yi, Zike Wu, Na Zhao, Long Chen, Hanwang Zhang

ICCV 2023 Compositional Feature Augmentation for Unbiased Scene Graph Generation Lin Li, Guikun Chen, Jun Xiao, Yi Yang, Chunping Wang, Long Chen

ICLR 2023 Compositional Prompt Tuning with Motion Cues for Open-Vocabulary Video Relation Detection Kaifeng Gao, Long Chen, Hanwang Zhang, Jun Xiao, Qianru Sun

IJCAI 2023 Discrepancy-Guided Reconstruction Learning for Image Forgery Detection Zenan Shi, Haipeng Chen, Long Chen, Dong Zhang

ICLR 2023 Fairness-Aware Contrastive Learning with Partially Annotated Sensitive Attributes Fengda Zhang, Kun Kuang, Long Chen, Yuxuan Liu, Chao Wu, Jun Xiao

CVPR 2023 Iterative Proposal Refinement for Weakly-Supervised Video Grounding Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Chen, Can Zhang, Yuexian Zou, Tao Shen, Daxin Jiang

AAAI 2023 Progressive Deep Multi-View Comprehensive Representation Learning Cai Xu, Wei Zhao, Jinglong Zhao, Ziyu Guan, Yaming Yang, Long Chen, Xiangyu Song

ICCVW 2023 SortedAP: Rethinking Evaluation Metrics for Instance Segmentation Long Chen, Yuli Wu, Johannes Stegmaier, Dorit Merhof

ICLR 2023 TempCLR: Temporal Alignment Representation with Contrastive Learning Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang

ICLR 2023 Transformer Meets Boundary Value Inverse Problems Ruchi Guo, Shuhao Cao, Long Chen

NeurIPS 2023 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, Long Chen

ICLR 2023 Video Scene Graph Generation from Single-Frame Weak Supervision Siqi Chen, Jun Xiao, Long Chen

NeurIPS 2023 Zero-Shot Visual Relation Detection via Composite Visual Cues from Large Language Models Lin Li, Jun Xiao, Guikun Chen, Jian Shao, Yueting Zhuang, Long Chen

CVPR 2022 AutoMine: An Unmanned Mine Dataset Yuchen Li, Zixuan Li, Siyu Teng, Yu Zhang, Yuhang Zhou, Yuchang Zhu, Dongpu Cao, Bin Tian, Yunfeng Ai, Zhe Xuanyuan, Long Chen

CVPR 2022 Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs Kaifeng Gao, Long Chen, Yulei Niu, Jian Shao, Jun Xiao

ICLR 2022 CrossFormer: A Versatile Vision Transformer Hinging on Cross-Scale Attention Wenxiao Wang, Lu Yao, Long Chen, Binbin Lin, Deng Cai, Xiaofei He, Wei Liu

ICML 2022 Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning Jiahui Li, Kun Kuang, Baoxiang Wang, Furui Liu, Long Chen, Changjie Fan, Fei Wu, Jun Xiao

ECCV 2022 Explicit Image Caption Editing Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao, Jun Xiao

CVPR 2022 Few-Shot Object Detection with Fully Cross-Transformer Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang

ECCVW 2022 Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention Network Yuhang He, Lin Chen, Junkun Xie, Long Chen

NeurIPS 2022 Respecting Transfer Gap in Knowledge Distillation Yulei Niu, Long Chen, Chang Zhou, Hanwang Zhang

ECCV 2022 Rethinking Data Augmentation for Robust Visual Question Answering Long Chen, Yuhang Zheng, Jun Xiao

AAAI 2022 Rethinking the Two-Stage Framework for Grounded Situation Recognition Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Tat-Seng Chua

CVPR 2022 The Devil Is in the Labels: Noisy Label Correction for Robust Scene Graph Generation Lin Li, Long Chen, Yifeng Huang, Zhimeng Zhang, Songyang Zhang, Jun Xiao

ICMLW 2022 Towards Multi-Level Fairness and Robustness on Federated Learning Fengda Zhang, Kun Kuang, Yuxuan Liu, Long Chen, Jiaxun Lu, Yunfeng Shao, Fei Wu, Chao Wu, Jun Xiao

ICML 2021 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, Wei Liu

AAAI 2021 Boundary Proposal Network for Two-Stage Natural Language Video Localization Shaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao, Lu Ye, Jun Xiao

NeurIPS 2021 FMMformer: Efficient and Flexible Transformer via Decomposed Near-Field and Far-Field Attention Tan Nguyen, Vai Suliafu, Stanley Osher, Long Chen, Bao Wang

CVPR 2021 Human-like Controllable Image Captioning with Verb-Specific Semantic Roles Long Chen, Zhihong Jiang, Jun Xiao, Wei Liu

AAAI 2021 Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Shih-Fu Chang

ECCVW 2020 AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Sung-Ho Bae, Yongwoo Kim, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Éric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan D. Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, P. S Hrishikesh, Densen Puthussery, C. V. Jiji, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni

ACML 2020 Deep Dynamic Boosted Forest Haixin Wang, Xingzhang Ren, Jinan Sun, Wei Ye, Long Chen, Muzhi Yu, Shikun Zhang

ECCVW 2020 Improving Pixel Embedding Learning Through Intermediate Distance Regression Supervision for Instance Segmentation Yuli Wu, Long Chen, Dorit Merhof

CoRL 2020 One Thousand and One Hours: Self-Driving Motion Prediction Dataset John Houston, Guido Zuidhof, Luca Bergamini, Yawei Ye, Long Chen, Ashesh Jain, Sammy Omari, Vladimir Iglovikov, Peter Ondruska

AAAI 2020 Question-Driven Purchasing Propensity Analysis for Recommendation Long Chen, Ziyu Guan, Qibin Xu, Qiong Zhang, Huan Sun, Guangyue Lu, Deng Cai

AAAI 2020 Rethinking the Bottom-up Framework for Query-Based Video Localization Long Chen, Chujie Lu, Siliang Tang, Jun Xiao, Dong Zhang, Chilie Tan, Xiaolin Li

NeurIPS 2020 Trading Personalization for Accuracy: Data Debugging in Collaborative Filtering Long Chen, Yuan Yao, Feng Xu, Miao Xu, Hanghang Tong

AAAI 2019 Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks Long Chen, Ziyu Guan, Wei Zhao, Wanqing Zhao, Xiaopeng Wang, Zhou Zhao, Huan Sun

IJCAI 2019 MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions Nuo Xu, Pinghui Wang, Long Chen, Jing Tao, Junzhou Zhao

ICCVW 2019 VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results Longyin Wen, Yue Zhang, Liefeng Bo, Hailin Shi, Rui Zhu, Ajit Jadhav, Bing Dong, Brejesh Lall, Chang Liu, Chunhui Zhang, Dong Wang, Pengfei Zhu, Feng Ni, Filiz Bunyak, Gaoang Wang, Guizhong Liu, Guna Seetharaman, Guorong Li, Håkan Ardö, Haotian Zhang, Hongyang Yu, Huchuan Lu, Dawei Du, Jenq-Neng Hwang, Jiatong Mu, Jinrong Hu, Kannappan Palaniappan, Long Chen, Lu Ding, Martin Lauer, Mikael G. Nilsson, Noor M. Al-Shakarji, Prerana Mukherjee, Xiao Bian, Qingming Huang, Robert Laganière, Shuhao Chen, Siyang Pan, Vinay Kaushik, Wei Shi, Wei Tian, Weiqiang Li, Xin Chen, Xinyu Zhang, Haibin Ling, Yanting Zhang, Yanyun Zhao, Yong Wang, Yuduo Song, Yuehan Yao, Zhaotang Chen, Zhenyu Xu, Zhibin Xiao, Zhihang Tong, Zhipeng Luo, Qinghua Hu, Zhuojin Sun, Jiayu Zheng, Tao Peng, Xinyao Wang

ICCVW 2019 VisDrone-VID2019: The Vision Meets Drone Object Detection in Video Challenge Results Pengfei Zhu, Yue Zhang, Liefeng Bo, Hailin Shi, Rui Zhu, Bing Dong, Dheeraj Reddy Pailla, Feng Ni, Guangyu Gao, Guizhong Liu, Haitao Xiong, Dawei Du, Jing Ge, Jingkai Zhou, Jinrong Hu, Lin Sun, Long Chen, Martin Lauer, Qiong Liu, Sai Saketh Chennamsetty, Ting Sun, Tong Wu, Longyin Wen, Varghese Alex Kollerathu, Wei Tian, Weida Qin, Xier Chen, Xingjie Zhao, Yanchao Lian, Yinan Wu, Ying Li, Yingping Li, Yiwen Wang, Xiao Bian, Yuduo Song, Yuehan Yao, Yunfeng Zhang, Zhaoliang Pi, Zhaotang Chen, Zhenyu Xu, Zhibin Xiao, Zhipeng Luo, Ziming Liu, Haibin Ling, Qinghua Hu, Tao Peng, Jiayu Zheng, Xinyao Wang

AAAI 2018 Dress Fashionably: Learn Fashion Collocation with Deep Mixed-Category Metric Learning Long Chen, Yuhang He

IJCAI 2018 Tag-Based Weakly-Supervised Hashing for Image Retrieval Ziyu Guan, Fei Xie, Wanqing Zhao, Xiaopeng Wang, Long Chen, Wei Zhao, Jinye Peng

ACML 2018 ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection Chong Shang, Haizhou Ai, Zijie Zhuang, Long Chen, Junliang Xing

CVPR 2017 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, Tat-Seng Chua

IJCAI 2016 Weakly-Supervised Deep Learning for Customer Review Sentiment Classification Ziyu Guan, Long Chen, Wei Zhao, Yi Zheng, Shulong Tan, Deng Cai