Chen, Lu

43 publications

IJCAI 2025 An Association-Based Fusion Method for Speech Enhancement Shijie Wang, Qian Guo, Lu Chen, Liang Du, Zikun Jin, Zhian Yuan, Xinyan Liang

ICML 2025 Arrow: Accelerator for Time Series Causal Discovery with Time Weaving Yuanyuan Yao, Yuan Dong, Lu Chen, Kun Kuang, Ziquan Fang, Cheng Long, Yunjun Gao, Tianyi Li

NeurIPS 2025 Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach Yuting Huang, Ziquan Fang, Zhihao Zeng, Lu Chen, Yunjun Gao

AAAI 2025 Contrasting Adversarial Perturbations: The Space of Harmless Perturbations Lu Chen, Shaofeng Li, Benhao Huang, Fan Yang, Zheng Li, Jie Li, Yuan Luo

ICCV 2025 EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds Lu Chen, Yizhou Wang, Shixiang Tang, Qianhong Ma, Tong He, Wanli Ouyang, Xiaowei Zhou, Hujun Bao, Sida Peng

IJCAI 2025 Frequency-Aware Deep Depth from Focus Tao Yan, Yingying Wang, Jiangfeng Zhang, Yuhua Qian, Jieru Jia, Lu Chen, Feijiang Li

NeurIPS 2025 FuncGenFoil: Airfoil Generation and Editing Model in Function Space Jinouwen Zhang, Junjie Ren, Qianhong Ma, Jianyu Wu, Aobo Yang, Yan Lu, Lu Chen, Hairun Xie, Jing Wang, Miao Zhang, Wanli Ouyang, Shixiang Tang

ICML 2025 GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning Xiangheng Wang, Ziquan Fang, Chenglong Huang, Danlei Hu, Lu Chen, Yunjun Gao

ICML 2025 Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking Senyu Han, Hongchuan Zeng, Kai Yu, Lu Chen

IJCAI 2025 Human-Centric Foundation Models: Perception, Generation and Agentic Modeling Shixiang Tang, Yizhou Wang, Lu Chen, Yuan Wang, Sida Peng, Dan Xu, Wanli Ouyang

NeurIPS 2025 MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation Yang Han, Pengyu Wang, Kai Yu, Xin Chen, Lu Chen

NeurIPS 2025 Multi-SWE-Bench: A Multilingual Benchmark for Issue Resolving Daoguang Zan, Zhirong Huang, Wei Liu, Hanwu Chen, Shulin Xin, Linhao Zhang, Qi Liu, Aoyan Li, Lu Chen, Xiaojian Zhong, Siyao Liu, Yongsheng Xiao, Liangqiang Chen, Yuyu Zhang, Jing Su, Tianyu Liu, Rui Long, Ming Ding, Liang Xiang

CVPRW 2025 NTIRE 2025 Challenge on Short-Form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li, Kun Yuan, Bingchen Li, Fengbin Guan, Yizhen Shao, Zihao Yu, Xijun Wang, Yiting Lu, Wei Luo, Suhang Yao, Ming Sun, Chao Zhou, Zhibo Chen, Radu Timofte, Yabin Zhang, Ao-Xiang Zhang, Tianwu Zhi, Jianzhao Liu, Yang Li, Jingwen Xu, Yiting Liao, Yushen Zuo, Mingyang Wu, Renjie Li, Shengyun Zhong, Zhengzhong Tu, Yufan Liu, Xiangguang Chen, Zuowei Cao, Minhao Tang, Shan Liu, Kexin Zhang, Jingfen Xie, Yan Wang, Kai Chen, Shijie Zhao, Yunchen Zhang, Xiangkai Xu, Hong Gao, Ji Shi, Yiming Bao, Xiugang Dong, Xiangsheng Zhou, Yaofeng Tu, Ying Liang, Yiwen Wang, Xinning Chai, Yuxuan Zhang, Zhengxue Cheng, Yingsheng Qin, Yucai Yang, Rong Xie, Li Song, Wei Sun, Kang Fu, Linhan Cao, Dandan Zhu, Kaiwei Zhang, Yucheng Zhu, Zicheng Zhang, Menghan Hu, Xiongkuo Min, Guangtao Zhai, Zhi Jin, Jiawei Wu, Wei Wang, Wenjian Zhang, Yuhai Lan, Gaoxiong Yi, Hengyuan Na, Wang Luo, Di Wu, Mingyin Bai, Jiawang Du, Zilong Lu, Zhenyu Jiang, Hui Zeng, Ziguan Cui, Zongliang Gan, Guijin Tang, Xinglin Xie, Kehuan Song, Xiaoqiang Lu, Licheng Jiao, Fang Liu, Xu Liu, Puhua Chen, Ha Thu Nguyen, Katrien De Moor, Seyed Ali Amirshahi, Mohamed-Chaker Larabi, Qi Tang, Linfeng He, Zhiyong Gao, Zixuan Gao, Guohua Zhang, Zhiye Huang, Yi Deng, Qingmiao Jiang, Lu Chen, Yi Yang, Xi Liao, Nourine Mohammed Nadir, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang, Shuyuan Zhu, Bing Zeng, David Bull, Meiqin Liu, Chao Yao, Yao Zhao

ICML 2025 Reducing Tool Hallucination via Reliability Alignment Hongshen Xu, Zichen Zhu, Lei Pan, Zihan Wang, Su Zhu, Da Ma, Ruisheng Cao, Lu Chen, Kai Yu

ICML 2025 RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations Yushuai Li, Hengyu Liu, Torben Bach Pedersen, Yuqiang He, Kim Guldstrand Larsen, Lu Chen, Christian S. Jensen, Jiachen Xu, Tianyi Li

CVPR 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models Yongting Zhang, Lu Chen, Guodong Zheng, Yifeng Gao, Rui Zheng, Jinlan Fu, Zhenfei Yin, Senjie Jin, Yu Qiao, Xuanjing Huang, Feng Zhao, Tao Gui, Jing Shao

NeurIPS 2025 Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations Da Ma, Gonghu Shang, Zhi Chen, Libo Qin, Yijie Luo, Hongshen Xu, Lei Pan, Shuai Fan, Kai Yu, Lu Chen

NeurIPS 2025 TranSUN: A Preemptive Paradigm to Eradicate Retransformation Bias Intrinsically from Regression Models in Recommender Systems Jiahao Yu, Haozhuang Liu, Yeqiu Yang, Lu Chen, Wu Jian, Yuning Jiang, Bo Zheng

IJCAI 2025 View-Association-Guided Dynamic Multi-View Classification Xinyan Liang, Li Lv, Qian Guo, Bingbing Jiang, Feijiang Li, Liang Du, Lu Chen

NeurIPSW 2024 ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary Yutong Li, Lu Chen, Aiwei Liu, Kai Yu, Lijie Wen

NeurIPSW 2024 ChemDFM: A Large Language Foundation Model for Chemistry Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Yi Xia, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Kai Yu, Xin Chen

ICLR 2024 Defining and Extracting Generalizable Interaction Primitives from DNNs Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang

ICML 2024 Evolving Subnetwork Training for Large Language Models Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu

ECCV 2024 GlobalPointer: Large-Scale Plane Adjustment with Bi-Convex Relaxation Bangyan Liao, Zhenjun Zhao, Lu Chen, Haoang Li, Daniel Cremers, Peidong Liu

AAAI 2024 MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang

ECCV 2024 RSL-BA: Rolling Shutter Line Bundle Adjustment Yongcong Zhang, Bangyan Liao, Yifei Xue, Lu Chen, Peidong Liu, Yizhen Lao

NeurIPSW 2024 SciDFM: A Large Language Model with Mixture-of-Experts for Science Liangtai Sun, Danyu Luo, Da Ma, Zihan Zhao, Baocai Chen, Zhennan Shen, Su Zhu, Lu Chen, Xin Chen, Kai Yu

AAAI 2024 SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu

NeurIPS 2024 Spider2-V: How Far Are Multimodal Agents from Automating Data Science and Engineering Workflows? Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu

ICLR 2023 DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images Bing Wang, Lu Chen, Bo Yang

NeurIPSW 2023 Delve into PPO: Implementation Matters for Stable RLHF Rui Zheng, Shihan Dou, Songyang Gao, Yuan Hua, Wei Shen, Binghai Wang, Yan Liu, Senjie Jin, Yuhao Zhou, Limao Xiong, Lu Chen, Zhiheng Xi, Nuo Xu, Wenbin Lai, Minghao Zhu, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang

ICML 2023 HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation Lu Chen, Siyu Lou, Keyan Zhang, Jin Huang, Quanshi Zhang

NeurIPS 2023 Large Language Models Are Semi-Parametric Reinforcement Learning Agents Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu

ICML 2023 Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation Ronghao Dang, Lu Chen, Liuyi Wang, Zongtao He, Chengju Liu, Qijun Chen

NeurIPS 2022 Less-Forgetting Multi-Lingual Fine-Tuning Yuren Mao, Yaobo Liang, Nan Duan, Haobo Wang, Kai Wang, Lu Chen, Yunjun Gao

IJCAI 2022 MetaER-TTE: An Adaptive Meta-Learning Model for en Route Travel Time Estimation Yu Fan, Jiajie Xu, Rui Zhou, Jianxin Li, Kai Zheng, Lu Chen, Chengfei Liu

IJCAI 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters Ziquan Fang, Dongen Wu, Lu Pan, Lu Chen, Yunjun Gao

AAAI 2021 LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching Boer Lyu, Lu Chen, Su Zhu, Kai Yu

NeurIPS 2021 Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness Jie Ren, Die Zhang, Yisen Wang, Lu Chen, Zhanpeng Zhou, Yiting Chen, Xu Cheng, Xin Wang, Meng Zhou, Jie Shi, Quanshi Zhang

ECML-PKDD 2020 FAWA: Fast Adversarial Watermark Attack on Optical Character Recognition (OCR) Systems Lu Chen, Jiao Sun, Wei Xu

IJCAI 2020 Pivot-Based Maximal Biclique Enumeration Aman Abidi, Rui Zhou, Lu Chen, Chengfei Liu

AAAI 2020 Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks Lu Chen, Boer Lv, Chi Wang, Su Zhu, Bowen Tan, Kai Yu

AAAI 2020 Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu