Li, Pengfei

31 publications

NeurIPS 2025 Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration Junqi Gao, Zhichang Guo, Dazhi Zhang, Dong Li, Runze Liu, Pengfei Li, Kai Tian, Biqing Qi

NeurIPS 2025 Fairness-Regularized Online Optimization with Switching Costs Pengfei Li, Yuelin Han, Adam Wierman, Shaolei Ren

AAAI 2025 Fast and Slow Gradient Approximation for Binary Neural Network Optimization Xinquan Chen, Junqi Gao, Biqing Qi, Dong Li, Yiang Luo, Fangyuan Li, Pengfei Li

NeurIPS 2025 LLM-PySC2: Starcraft II Learning Environment for Large Language Models Zongyuan Li, Yanan Ni, Runnan Qi, Chang Lu, Lumin Jiang, Xu Xiaojie, Xiangbei Liu, Pengfei Li, Yunzheng Guo, Zhe Ma, Huanyu Li, Wu Hui, Guo Xian, Kuihua Huang, Xuebo Zhang

AAAI 2025 LiON: Learning Point-Wise Abstaining Penalty for LiDAR Outlier DetectioN Using Diverse Synthetic Data Shaocong Xu, Pengfei Li, Qianpu Sun, Xinyu Liu, Yang Li, Shihui Guo, Zhen Wang, Bo Jiang, Rui Wang, Kehua Sheng, Bo Zhang, Li Jiang, Hao Zhao, Yilun Chen

CVPR 2025 MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception Wenzhuo Liu, Wenshuo Wang, Yicheng Qiao, Qiannan Guo, Jiayin Zhu, Pengfei Li, Zilong Chen, Huiming Yang, Zhiwei Li, Lening Wang, Tiao Tan, Huaping Liu

ICLR 2025 Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving Xiang Li, Pengfei Li, Yupeng Zheng, Wei Sun, Yan Wang, Yilun Chen

ICCV 2025 World4Drive: End-to-End Autonomous Driving via Intention-Aware Physical Latent World Model Yupeng Zheng, Pengxuan Yang, Zebin Xing, Qichao Zhang, Yuhang Zheng, Yinfeng Gao, Pengfei Li, Teng Zhang, Zhongpu Xia, Peng Jia, XianPeng Lang, Dongbin Zhao

ICML 2024 Building Socially-Equitable Public Models Yejia Liu, Jianyi Yang, Pengfei Li, Tongxin Li, Shaolei Ren

NeurIPS 2024 Exploring Adversarial Robustness of Deep State Space Models Biqing Qi, Yiang Luo, Junqi Gao, Pengfei Li, Kai Tian, Zhiyuan Ma, Bowen Zhou

AAAI 2024 ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting Ke Sun, Pei Liu, Pengfei Li, Zhifang Liao

NeurIPS 2024 Online Budgeted Matching with General Bids Jianyi Yang, Pengfei Li, Adam Wierman, Shaolei Ren

ECCV 2024 TOD3Cap: Towards 3D Dense Captioning in Outdoor Scenes Bu Jin, Yupeng Zheng, Pengfei Li, Weize Li, Yuhang Zheng, Sujie Hu, Xinyu Liu, Jinwei Zhu, Zhijie Yan, Haiyang Sun, Kun Zhan, Peng Jia, Xiaoxiao Long, Yilun Chen, Hao Zhao

ICCV 2023 3D Implicit Transporter for Temporally Consistent Keypoint Discovery Chengliang Zhong, Yuhang Zheng, Yupeng Zheng, Hao Zhao, Li Yi, Xiaodong Mu, Ling Wang, Pengfei Li, Guyue Zhou, Chao Yang, Xinliang Zhang, Jian Zhao

NeurIPS 2023 Anytime-Competitive Reinforcement Learning with Policy Prior Jianyi Yang, Pengfei Li, Tongxin Li, Adam Wierman, Shaolei Ren

CVPRW 2023 Attention Retractable Frequency Fusion Transformer for Image Super Resolution Qiang Zhu, Pengfei Li, Qianhui Li

ICCV 2023 DQS3D: Densely-Matched Quantization-Aware Semi-Supervised 3D Detection Huan-ang Gao, Beiwen Tian, Pengfei Li, Hao Zhao, Guyue Zhou

ICCV 2023 INT2: Interactive Trajectory Prediction at Intersections Zhijie Yan, Pengfei Li, Zheng Fu, Shaocong Xu, Yongliang Shi, Xiaoxue Chen, Yuhang Zheng, Yang Li, Tianyu Liu, Chuxuan Li, Nairui Luo, Xu Gao, Yilun Chen, Zuoxu Wang, Yifeng Shi, Pengfei Huang, Zhengxiao Han, Jirui Yuan, Jiangtao Gong, Guyue Zhou, Hang Zhao, Hao Zhao

ICML 2023 Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees Pengfei Li, Jianyi Yang, Shaolei Ren

CVPRW 2023 NTIRE 2023 Challenge on Image Super-Resolution (×4): Methods and Results Yulun Zhang, Kai Zhang, Zheng Chen, Yawei Li, Radu Timofte, Junpei Zhang, Kexin Zhang, Rui Peng, Yanbiao Ma, Licheng Jia, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Yajun Qiu, Qiang Zhu, Pengfei Li, Qianhui Li, Shuyuan Zhu, Dafeng Zhang, Jia Li, Fan Wang, Chunmiao Li, TaeHyung Kim, Jungkeong Kil, Eon Kim, Yeonseung Yu, Beomyeol Lee, Subin Lee, Seokjae Lim, Somi Chae, Heungjun Choi, Zhi-Kai Huang, YiChung Chen, Yuan-Chun Chiang, Hao-Hsiang Yang, Wei-Ting Chen, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Ui-Jin Choi, Marcos V. Conde, Sunder Ali Khowaja, Jiseok Yoon, Ik Hyun Lee, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Zhao Zhang, Baiang Li, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Jiayu Wei, Yanfeng Li, Jia Sun, Zhanyi Cheng, Zhiyuan Li, Xu Yao, Xinyi Wang, Danxu Li, Xuan Cui, Jun Cao, Cheng Li, Jianbin Zheng, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch

NeurIPS 2023 Robust Learning for Smoothed Online Convex Optimization with Feedback Delay Pengfei Li, Jianyi Yang, Adam Wierman, Shaolei Ren

NeurIPS 2022 Constrained Update Projection Approach to Safe Policy Optimization Long Yang, Jiaming Ji, Juntao Dai, Linrui Zhang, Binbin Zhou, Pengfei Li, Yaodong Yang, Gang Pan

IJCAI 2022 Graph Masked Autoencoder Enhanced Predictor for Neural Architecture Search Kun Jing, Jungang Xu, Pengfei Li

AAAI 2022 Policy Optimization with Stochastic Mirror Descent Long Yang, Yu Zhang, Gang Zheng, Qian Zheng, Pengfei Li, Jianhang Huang, Gang Pan

NeurIPS 2022 TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation Pengfei Li, Beiwen Tian, Yongliang Shi, Xiaoxue Chen, Hao Zhao, Guyue Zhou, Ya-Qin Zhang

AAAI 2021 ACT: An Attentive Convolutional Transformer for Efficient Text Classification Pengfei Li, Peixiang Zhong, Kezhi Mao, Dongzhe Wang, Xuefeng Yang, Yunfeng Liu, Jianxiong Yin, Simon See

AAAI 2021 CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts Peixiang Zhong, Di Wang, Pengfei Li, Chen Zhang, Hao Wang, Chunyan Miao

AAAI 2021 On Convergence of Gradient Expected Sarsa(λ) Long Yang, Gang Zheng, Yu Zhang, Qian Zheng, Pengfei Li, Gang Pan

CVPRW 2021 Sparse Activation Maps for Interpreting 3D Object Detection Qiuxiao Chen, Pengfei Li, Meng Xu, Xiaojun Qi

IJCAI 2020 DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang, Pengfei Li

ECCV 2020 Multi-Person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry He Chen, Pengfei Guo, Pengfei Li, Gim Hee Lee, Gregory Chirikjian