Chen, Li

61 publications

AAAI 2025 From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking Yuhan Zhao, Rui Chen, Li Chen, Shuang Zhang, Qilong Han, Hongtao Song

CVPR 2025 MLLM-as-a-Judge for Image Safety Without Human Labeling Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain

ICML 2025 On the Power of Learning-Augmented Search Trees Jingbang Chen, Xinyuan Cao, Alicia Stepin, Li Chen

AAAI 2025 QCS: Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition Chengpeng Wang, Li Chen, Lili Wang, Zhaofan Li, Xuebin Lv

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

AAAI 2025 Simplifying Control Mechanism in Text-to-Image Diffusion Models Zhida Feng, Li Chen, Yuenan Sun, Jiaxiang Liu, Shikun Feng

NeurIPS 2025 Transcending Cost-Quality Tradeoff in Agent Serving via Session-Awareness Yanyu Ren, Li Chen, Dan Li, Xizheng Wang, Zhiyuan Wu, Yukai Miao, Yu Bai

NeurIPS 2025 XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Bowen Chen, Brynn Zhao, Haomiao Sun, Li Chen, Xu Wang, Daniel Kang Du, Xinglong Wu

NeurIPS 2024 $\texttt{Model-GLUE}$: Democratized LLM Scaling for a Large Model Zoo in the Wild Xinyu Zhao, Guoheng Sun, Ruisi Cai, Yukun Zhou, Pingzhi Li, Peihao Wang, Bowen Tan, Yexiao He, Li Chen, Yi Liang, Beidi Chen, Binhang Yuan, Hongyi Wang, Ang Li, Zhangyang Wang, Tianlong Chen

AAAI 2024 Adaptive Hardness Negative Sampling for Collaborative Filtering Riwei Lai, Rui Chen, Qilong Han, Chi Zhang, Li Chen

AAAI 2024 AvatarVerse: High-Quality & Stable 3D Avatar Creation from Text and Pose Huichao Zhang, Bowen Chen, Hao Yang, Liao Qu, Xu Wang, Li Chen, Chao Long, Feida Zhu, Daniel K. Du, Min Zheng

NeurIPS 2024 Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation Qingwen Bu, Jia Zeng, Li Chen, Yanchao Yang, Guyue Zhou, Junchi Yan, Ping Luo, Heming Cui, Yi Ma, Hongyang Li

ECCV 2024 DriveLM: Driving with Graph Visual Question Answering Chonghao Sima, Katrin Renz, Kashyap Chitta, Li Chen, Zhang Hanxue, Chengen Xie, Jens Beißwenger, Ping Luo, Andreas Geiger, Hongyang Li

NeurIPS 2024 Fairness-Aware Meta-Learning via Nash Bargaining Yi Zeng, Xuelin Yang, Li Chen, Cristian Canton Ferrer, Ming Jin, Michael I. Jordan, Ruoxi Jia

ECCV 2024 FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation Xinzhi Mu, Li Chen, Bohan Chen, Shuyang Gu, Jianmin Bao, Dong Chen, Ji Li, Yuhui Yuan

ECCV 2024 Fully Sparse 3D Occupancy Prediction Haisong Liu, Yang Chen, Haiguang Wang, Zetong Yang, Tianyu Li, Jia Zeng, Li Chen, Hongyang Li, Limin Wang

CVPR 2024 Generalized Predictive Model for Autonomous Driving Jiazhi Yang, Shenyuan Gao, Yihang Qiu, Li Chen, Tianyu Li, Bo Dai, Kashyap Chitta, Penghao Wu, Jia Zeng, Ping Luo, Jun Zhang, Andreas Geiger, Yu Qiao, Hongyang Li

ICLR 2024 LaneSegNet: mAP Learning with Lane Segment Perception for Autonomous Driving Tianyu Li, Peijin Jia, Bangjun Wang, Li Chen, Kun Jiang, Junchi Yan, Hongyang Li

CVPR 2024 Named Entity Driven Zero-Shot Image Manipulation Zhida Feng, Li Chen, Jing Tian, JiaXiang Liu, Shikun Feng

NeurIPS 2024 Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving Haochen Liu, Li Chen, Yu Qiao, Chen Lv, Hongyang Li

ECCV 2024 T-CorresNet: Template Guided 3D Point Cloud Completion with Correspondence Pooling Query Generation Strategy Fan Duan, Jiahao Yu, Li Chen

NeurIPS 2024 Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao, Jiazhi Yang, Li Chen, Kashyap Chitta, Yihang Qiu, Andreas Geiger, Jun Zhang, Hongyang Li

CVPR 2024 Visual Point Cloud Forecasting Enables Scalable Autonomous Driving Zetong Yang, Li Chen, Yanan Sun, Hongyang Li

ECML-PKDD 2023 Comprehensive Transformer-Based Model Architecture for Real-World Storm Prediction Fudong Lin, Xu Yuan, Yihe Zhang, Purushottam Sigdel, Li Chen, Lu Peng, Nian-Feng Tzeng

CVPR 2023 Distilling Focal Knowledge from Imperfect Expert for 3D Object Detection Jia Zeng, Li Chen, Hanming Deng, Lewei Lu, Junchi Yan, Yu Qiao, Hongyang Li

ICCV 2023 DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving Xiaosong Jia, Yulu Gao, Li Chen, Junchi Yan, Patrick Langechuan Liu, Hongyang Li

CVPR 2023 ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Li Chen, Hao Tian, Hua Wu, Haifeng Wang

ICCV 2023 Local and Global Logit Adjustments for Long-Tailed Learning Yingfan Tao, Jingna Sun, Hao Yang, Li Chen, Xu Wang, Wenming Yang, Daniel Du, Min Zheng

ICCV 2023 MMST-ViT: Climate Change-Aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Williams, Robert Minvielle, Xiangming Xiao, Drew Gholson, Nicolas Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy Bayoumi, Nian-Feng Tzeng

NeurIPS 2023 OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping Huijie Wang, Tianyu Li, Yang Li, Li Chen, Chonghao Sima, Zhenbo Liu, Bangjun Wang, Peijin Jia, Yuting Wang, Shengyin Jiang, Feng Wen, Hang Xu, Ping Luo, Junchi Yan, Wei Zhang, Hongyang Li

CVPR 2023 Planning-Oriented Autonomous Driving Yihan Hu, Jiazhi Yang, Li Chen, Keyu Li, Chonghao Sima, Xizhou Zhu, Siqi Chai, Senyao Du, Tianwei Lin, Wenhai Wang, Lewei Lu, Xiaosong Jia, Qiang Liu, Jifeng Dai, Yu Qiao, Hongyang Li

ICLR 2023 Policy Pre-Training for Autonomous Driving via Self-Supervised Geometric Modeling Penghao Wu, Li Chen, Hongyang Li, Xiaosong Jia, Junchi Yan, Yu Qiao

NeurIPS 2023 REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths Xu Chen, Jingsen Zhang, Lei Wang, Quanyu Dai, Zhenhua Dong, Ruiming Tang, Rui Zhang, Li Chen, Xin Zhao, Ji-Rong Wen

ICCV 2023 Scene as Occupancy Wenwen Tong, Chonghao Sima, Tai Wang, Li Chen, Silei Wu, Hanming Deng, Yi Gu, Lewei Lu, Ping Luo, Dahua Lin, Hongyang Li

AAAI 2023 Self-Paced Learning Based Graph Convolutional Neural Network for Mixed Integer Programming (Student Abstract) Li Chen, Hua Xu, Ziteng Wang, Chengming Wang, Yu Jiang

AAAI 2023 SwiftAvatar: Efficient Auto-Creation of Parameterized Stylized Character on Arbitrary Avatar Engines Shizun Wang, Weihong Zeng, Xu Wang, Hao Yang, Li Chen, Chuang Zhang, Ming Wu, Yi Yuan, Yunzhao Zeng, Min Zheng, Jing Liu

CVPR 2023 Think Twice Before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving Xiaosong Jia, Penghao Wu, Li Chen, Jiangwei Xie, Conghui He, Junchi Yan, Hongyang Li

ICCVW 2023 Weakly Semi-Supervised Detector-Based Video Classification with Temporal Context for Lung Ultrasound Gary Y. Li, Li Chen, Mohsen Zahiri, Naveen Balaraju, Shubham Patil, Courosh Mehanian, Cynthia Gregory, Kenton W. Gregory, Balasundar Raju, Jochen Kruecker, Alvin Chen

ECCV 2022 PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark Li Chen, Chonghao Sima, Yang Li, Zehan Zheng, Jiajie Xu, Xiangwei Geng, Hongyang Li, Conghui He, Jianping Shi, Yu Qiao, Junchi Yan

ECCV 2022 Robust Landmark-Based Stent Tracking in X-Ray Fluoroscopy Luojie Huang, Yikang Liu, Li Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun

ECCV 2022 ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao

CVPR 2022 SoftCollage: A Differentiable Probabilistic Tree Generator for Image Collage Jiahao Yu, Li Chen, Mingrui Zhang, Mading Li

CoRL 2022 Towards Capturing the Temporal Dynamics for Trajectory Prediction: A Coarse-to-Fine Approach Xiaosong Jia, Li Chen, Penghao Wu, Jia Zeng, Junchi Yan, Hongyang Li, Yu Qiao

NeurIPS 2022 Trajectory-Guided Control Prediction for End-to-End Autonomous Driving: A Simple yet Strong Baseline Penghao Wu, Xiaosong Jia, Li Chen, Junchi Yan, Hongyang Li, Yu Qiao

ICCV 2021 Cascade Image Matting with Deformable Graph Refinement Zijian Yu, Xuhui Li, Huijuan Huang, Wen Zheng, Li Chen

NeurIPS 2021 Finding Optimal Tangent Points for Reducing Distortions of Hard-Label Attacks Chen Ma, Xiangyu Guo, Li Chen, Jun-Hai Yong, Yisen Wang

CVPRW 2021 On the Robustness of Monte Carlo Dropout Trained with Noisy Labels Purvi Goel, Li Chen

ECML-PKDD 2021 Precise Weather Parameter Predictions for Target Regions via Neural Networks Yihe Zhang, Xu Yuan, Sytske K. Kimball, Eric Rappin, Li Chen, Paul J. Darby Iii, Tom Johnsten, Lu Peng, Boisy Pitre, David Bourrie, Nian-Feng Tzeng

CVPR 2021 Simulating Unknown Target Models for Query-Efficient Black-Box Attacks Chen Ma, Li Chen, Jun-Hai Yong

AAAI 2020 CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract) Li Chen, Hua Xu

ECCV 2020 Content Adaptive and Error Propagation Aware Deep Video Compression Guo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao

ICCVW 2019 AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results Seungjun Nah, Heewon Kim, Bohyung Han, Ning Xu, Bumjun Park, Songhyun Yu, Sangmin Kim, Jechang Jeong, Wang Shen, Wenbo Bao, Guangtao Zhai, Sanghyun Son, Li Chen, Zhiyong Gao, Guannan Chen, Yunhua Lu, Ran Duan, Tong Liu, Lijie Zhang, Woon-Sung Park, Munchurl Kim, George Pisha, Radu Timofte, Eyal Naor, Lior Aloni, Kyoung Mu Lee, Li Siyao, Ze Pan, Xiangyu Xu, Wenxiu Sun, Myungsub Choi

CVPRW 2019 Efficient Learning Based Sub-Pixel Image Compression Chunlei Cai, Guo Lu, Qiang Hu, Li Chen, Zhiyong Gao

ICCVW 2019 Large Scale Near-Duplicate Image Retrieval via Patch Embedding Shangpeng Yan, Xiaoyun Zhang, Li Chen, Wenbo Bao, Zhiyong Gao

CVPRW 2019 To Believe or Not to Believe: Validating Explanation Fidelity for Dynamic Malware Analysis Li Chen, Carter Yagemann, Evan Downing

NeurIPS 2018 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization Yuanxiang Gao, Li Chen, Baochun Li

ICML 2018 Spotlight: Optimizing Device Placement for Training Deep Neural Networks Yuanxiang Gao, Li Chen, Baochun Li

AAAI 2015 Stochastic Blockmodeling for Online Advertising Li Chen, Matthew Patton

IJCAI 2013 GBPR: Group Preference Based Bayesian Personalized Ranking for One-Class Collaborative Filtering Weike Pan, Li Chen

MLOSS 2013 The CAM Software for Nonnegative Blind Source Separation in R-Java Niya Wang, Fan Meng, Li Chen, Subha Madhavan, Robert Clarke, Eric P. Hoffman, Jianhua Xuan, Yue Wang

AAAI 2006 Evaluating Critiquing-Based Recommender Agents Li Chen, Pearl Pu