Lei Bai

354 papers A* 50A 6B 2C 1Misc 3Journal 272Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
$\beta $-DARTS++: Bi-Level Regularization for Proxy-Robust Differentiable Architecture Search.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Ye, Tong He, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang
2026 J jnl
A Unified Study of LoRA Variants: Taxonomy, Review, Codebase, and Empirical Evaluation.
CoRR
Haonan He, Jingqi Ye, Minglei Li, Zhengbo Wang, Tao Chen, Lei Bai, Peng Ye
2026 J jnl
A renaissance of explicit motion information mining from transformers for action recognition.
Pattern Recognit.
Peiqin Zhuang, Lei Bai, Yichao Wu, Ding Liang, Luping Zhou, Yali Wang, Wanli Ouyang
2026 J jnl
Accurate and Efficient Hybrid-Ensemble Atmospheric Data Assimilation in Latent Space with Uncertainty Quantification.
CoRR
Hang Fan, Juan Nathaniel, Yi Xiao, Ce Bian, Fenghua Ling, Ben Fei, Lei Bai, Pierre Gentine
2026 J jnl
Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge.
CoRR
Li Kang, Heng Zhou, Xiufeng Song, Rui Li, Bruno N. Y. Chen, Ziye Wang, Ximeng Meng, Stone Tao, Yiran Qin, Xiaohong Liu, Ruimao Zhang, Lei Bai, Yilun Du, Hao Su, Philip Torr, Zhenfei Yin, Ruihao Gong, Yejun Zeng, Fengjun Zhong, Shenghao Jin, Jinyang Guo, Xianglong Liu, Xiaojun Jia, Tianqi Shan, Wenqi Ren, Simeng Qin, Jialing Yang, Xiaoyu Ma, Tianxing Chen, Zixuan Li, Zijian Cai, Yan Qin, Yusen Qin, Qiangyu Chen, Kaixuan Wang, Zhaoming Han, Yao Mu, Ping Luo, Yuanqi Yao, Haoming Song, Jan-Nico Zaech, Fabien Despinoy, Danda Pani Paudel, Luc Van Gool
2026 J jnl
An SO(3)-equivariant reciprocal-space neural potential for long-range interactions.
CoRR
Lingfeng Zhang, Taoyong Cui, Dongzhan Zhou, Lei Bai, Sufei Zhang, Luca Rossi, Mao Su, Wanli Ouyang, Pheng-Ann Heng
2026 J jnl
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs.
Int. J. Comput. Vis.
Chongjun Tu, Peng Ye, Dongzhan Zhou, Lei Bai, Gang Yu, Tao Chen, Wanli Ouyang
2026 J jnl
Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale.
CoRR
Shengji Tang, Weihao Lin, Jingqi Ye, Hao Li, Bo Zhang, Shuyue Hu, Tao Chen, Wangli Ouyang, Lei Bai, Peng Ye
2026 J jnl
Discovery of Interpretable Physical Laws in Materials via Language-Model-Guided Symbolic Regression.
CoRR
Yifeng Guan, Chuyi Liu, Dongzhan Zhou, Lei Bai, Wan-Jian Yin, Jingyuan Li, Mao Su
2026 J jnl
EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting.
CoRR
Hao Chen, Tao Han, Jie Zhang, Song Guo, Fenghua Ling, Lei Bai
2026 J jnl
Ego to World: Collaborative Spatial Reasoning in Embodied Systems via Reinforcement Learning.
CoRR
Heng Zhou, Li Kang, Yiran Qin, Xiufeng Song, Ao Yu, Zilu Zhang, Haoming Song, Kaixin Xu, Yuchen Fan, Dongzhan Zhou, Xiaohong Liu, Ruimao Zhang, Philip Torr, Lei Bai, Zhenfei Yin
2026 J jnl
Embodied Science: Closing the Discovery Loop with Agentic Embodied AI.
CoRR
Xiang Zhuang, Chenyi Zhou, Kehua Feng, Zhihui Zhu, Yunfan Gao, Yijie Zhong, Yichi Zhang, Junjie Huang, Keyan Ding, Lei Bai, Haofen Wang, Qiang Zhang, Huajun Chen
2026 J jnl
IceBench-S2S: A Benchmark of Deep Learning for Challenging Subseasonal-to-Seasonal Daily Arctic Sea Ice Forecasting in Deep Latent Space.
CoRR
Jingyi Xu, Shengnan Wang, Weidong Yang, Siwei Tu, Lei Bai, Ben Fei
2026 J jnl
Improving GNSS precise point positioning with tropospheric constraints from data-driven numerical weather prediction model.
Geo spatial Inf. Sci.
Yuanfan Deng, Wu Chen, Junsheng Ding, Ahmed El-Mowafy, Duojie Weng, Long Tang, Lei Bai, Xiaolong Mi
2026 J jnl
LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing.
CoRR
Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu
2026 J jnl
LSTM-MAS: A Long Short-Term Memory Inspired Multi-Agent System for Long-Context Understanding.
CoRR
Yichen Jiang, Peng Ye, Jiakang Yuan, Chongjun Tu, Lei Bai, Tao Chen
2026 J jnl
MARTI-MARS
CoRR
Shijie Wang, Pengfei Li, Yikun Fu, Kaifeng Liu, Fangyuan Li, Yang Liu, Xiaowei Sun, Zonglin Li, Siyao Zhao, Jian Zhao, Kai Tian, Dong Li, Junqi Gao, Yutong Zhang, Yiqun Chen, Yuqiang Li, Zoe Li, Weinan Zhang, Peng Ye, Shuyue Hu, Lei Bai, Bowen Zhou, Kaiyan Zhang, Biqing Qi
2026 A* conf
Modeling Point-to-Point Dependency for High-Dimensional Long-Term Series Forecasting.
WWW
Xinyu Li, Kexi Chen, Ying Zheng, Zhiyi Yao, Yi Xie, Jihan Dai, Lei Bai, Jin Zhao, Jiajie Shen, Yunqi Cai, Hong Lu, Xin Wang
2026 J jnl
One Brain, Omni Modalities: Towards Unified Non-Invasive Brain Decoding with Large Language Models.
CoRR
Changli Tang, Shurui Li, Junliang Wang, Qinfan Xiao, Zhonghao Zhai, Lei Bai, Yu Qiao, Bowen Zhou, Wen Wu, Yuanning Li, Chao Zhang
2026 J jnl
OpenEarth-Agent: From Tool Calling to Tool Creation for Open-Environment Earth Observation.
CoRR
Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Xinyu Gu, Zhe Jiang, Fenghua Ling, Ben Fei, Wenlong Zhang, Junjue Wang, Weihao Xuan, Pengfeng Xiao, Naoto Yokoya, Lei Bai
2026 J jnl
Order Matters in Retrosynthesis: Structure-aware Generation via Reaction-Center-Guided Discrete Flow Matching.
CoRR
Chenguang Wang, Zihan Zhou, Lei Bai, Tianshu Yu
2026 J jnl
Organizing, Orchestrating, and Benchmarking Agent Skills at Ecosystem Scale.
CoRR
Hao Li, Chunjiang Mu, Jianhao Chen, Siyue Ren, Zhiyao Cui, Yiqun Zhang, Lei Bai, Shuyue Hu
2026 J jnl
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads.
CoRR
Yun Luo, Futing Wang, Qianjia Cheng, Fangchen Yu, Haodi Lei, Jianhao Yan, Chenxi Li, Jiacheng Chen, Yufeng Zhao, Haiyuan Wan, Yuchen Zhang, Shenghe Zheng, Junchi Yao, Qingyang Zhang, Haonan He, Wenxuan Zeng, Li Sheng, Chengxing Xie, Yuxin Zuo, Yizhuo Li, Yulun Wu, Rui Huang, Dongzhan Zhou, Kai Chen, Yu Qiao, Lei Bai, Yu Cheng, Ning Ding, Bowen Zhou, Peng Ye, Ganqu Cui
2026 J jnl
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development.
CoRR
Zhongying Deng, Cheng Tang, Ziyan Huang, Jiashi Lin, Ying Chen, Junzhi Ning, Chenglong Ma, Jiyao Liu, Wei Li, Yinghao Zhu, Shujian Gao, Yanyan Huang, Sibo Ju, Yanzhou Su, Pengcheng Chen, Wenhao Tang, Tianbin Li, Haoyu Wang, Yuanfeng Ji, Hui Sun, Shaobo Min, Liang Peng, Feilong Tang, Haochen Xue, Rulin Zhou, Chaoyang Zhang, Wenjie Li, Shaohao Rui, Weijie Ma, Xingyue Zhao, Yibin Wang, Kun Yuan, Zhaohui Lu, Shujun Wang, Jinjie Wei, Lihao Liu, Dingkang Yang, Lin Wang, Yulong Li, Haolin Yang, Yiqing Shen, Lequan Yu, Xiaowei Hu, Yun Gu, Yicheng Wu, Benyou Wang, Minghui Zhang, Angelica I. Aviles-Rivero, Qi Gao, Hongming Shan, Xiaoyu Ren, Fang Yan, Hongyu Zhou, Haodong Duan, Maosong Cao, Shanshan Wang, Bin Fu, Xiaomeng Li, Zhi Hou, Chunfeng Song, Lei Bai, Yuan Cheng, Yuandong Pu, Xiang Li, Wenhai Wang, Hao Chen, Jiaxin Zhuang, Songyang Zhang, Huiguang He, Mengzhang Li, Bohan Zhuang, Zhian Bai, Rongshan Yu, Liansheng Wang, Yukun Zhou, Xiaosong Wang, Xin Guo, Guanbin Li, Xiangru Lin, Dakai Jin, Mianxin Liu, Wenlong Zhang, Qi Qin, Conghui He, Yuqiang Li, Ye Luo, Nanqing Dong, Jie Xu, Wenqi Shao, Bo Zhang, Qiujuan Yan, Yihao Liu, Jun Ma, Zhi Lu, Yuewen Cao, Zongwei Zhou, Jianming Liang, Shixiang Tang, Qi Duan, et al.
2026 J jnl
SCALE:Scalable Conditional Atlas-Level Endpoint transport for virtual cell perturbation prediction.
CoRR
Shuizhou Chen, Lang Yu, Kedu Jin, Songming Zhang, Hao Wu, Wenxuan Huang, Sheng Xu, Quan Qian, Qin Chen, Lei Bai, Siqi Sun, Zhangyang Gao
2026 J jnl
Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision.
CoRR
Xiaohan He, Shiyang Feng, Songtao Huang, Lei Bai, Bin Wang, Bo Zhang
2026 J jnl
SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents.
CoRR
Yujiong Shen, Yajie Yang, Zhiheng Xi, Binze Hu, Huayu Sha, Jiazheng Zhang, Qiyuan Peng, Junlin Shang, Jixuan Huang, Yutao Fan, Jingqi Tong, Shihan Dou, Ming Zhang, Lei Bai, Zhenfei Yin, Tao Gui, Xingjun Ma, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang
2026 J jnl
SciDataCopilot: An Agentic Data Preparation Framework for AGI-driven Scientific Discovery.
CoRR
Jiyong Rao, Yicheng Qiu, Jiahui Zhang, Juntao Deng, Shangquan Sun, Fenghua Ling, Hao Chen, Nanqing Dong, Zhangyang Gao, Siqi Sun, Yuqiang Li, Dongzhan Zhou, Guangyu Wang, Lijun Wu, Conghui He, Xuhong Wang, Jing Shao, Xiang Liu, Yu Zhu, Mianxin Liu, Qihao Zheng, Yinghui Zhang, Jiamin Wu, Xiaosong Wang, Shixiang Tang, Wenlong Zhang, Bo Zhang, Wanli Ouyang, Runkai Zhao, Chunfeng Song, Lei Bai, Chi Zhang
2026 J jnl
Stabilizing Rubric Integration Training via Decoupled Advantage Normalization.
CoRR
Zelin Tan, Zhouliang Yu, Bohan Lin, Zijie Geng, Hejia Geng, Yudong Zhang, Mulei Zhang, Yang Chen, Shuyue Hu, Zhenfei Yin, Chen Zhang, Lei Bai
2026 A* conf
SynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer.
AAAI
Kaiyi Xu, Junchao Gong, Zhiwang Zhou, Zhangrui Li, Yuandong Pu, Yihao Liu, Ben Fei, Fenghua Ling, Wenlong Zhang, Lei Bai
2026 J jnl
TRACE: A Multi-Agent System for Autonomous Physical Reasoning for Seismology.
CoRR
Feng Liu, Jian Xu, Xin Cui, Xinghao Wang, Zijie Guo, Jiong Wang, S. Mostafa Mousavi, Xinyu Gu, Hao Chen, Ben Fei, Lihua Fang, Fenghua Ling, Zefeng Li, Lei Bai
2026 A* conf
The Avengers: A Routing Recipe for Collective Intelligence in Language Models.
AAAI
Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Xu Jia, Lei Bai, Shuyue Hu
2026 J jnl
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.
Trans. Mach. Learn. Res.
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai
2025 J jnl
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.
CoRR
Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025 J jnl
A Renaissance of Explicit Motion Information Mining from Transformers for Action Recognition.
CoRR
Peiqin Zhuang, Lei Bai, Yichao Wu, Ding Liang, Luping Zhou, Yali Wang, Wanli Ouyang
2025 J jnl
AMix-1: A Pathway to Test-Time Scalable Protein Foundation Model.
CoRR
Changze Lv, Jiang Zhou, Siyu Long, Lihao Wang, Jiangtao Feng, Dongyu Xue, Yu Pei, Hao Wang, Zherui Zhang, Yuchen Cai, Zhiqiang Gao, Ziyuan Ma, Jiakai Hu, Chaochen Gao, Jingjing Gong, Yuxuan Song, Shuyi Zhang, Xiaoqing Zheng, Deyi Xiong, Lei Bai, Wanli Ouyang, Ya-Qin Zhang, Wei-Ying Ma, Bowen Zhou, Hao Zhou
2025 J jnl
ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning.
CoRR
Hongwei Liu, Junnan Liu, Shudong Liu, Haodong Duan, Yuqiang Li, Mao Su, Xiaohong Liu, Guangtao Zhai, Xinyu Fang, Qianhong Ma, Taolin Zhang, Zihan Ma, Yufeng Zhao, Peiheng Zhou, Linchen Xiao, Wenlong Zhang, Shijie Zhou, Xingjian Ma, Siqi Sun, Jiaye Ge, Meng Li, Yuhong Liu, Jianxin Dong, Jiaying Li, Hui Wu, Hanwen Liang, Jintai Lin, Yanting Wang, Jie Dong, Tong Zhu, Tianfan Fu, Conghui He, Qi Zhang, Songyang Zhang, Lei Bai, Kai Chen
2025 J jnl
Accurate de novo sequencing of the modified proteome with OmniNovo.
CoRR
Yuhan Chen, Shang Qu, Zhiqiang Gao, Yuejin Yang, Xiang Zhang, Sheng Xu, Xinjie Mao, Liujia Qian, Jiaqi Wei, Zijie Qiu, Chenyu You, Lei Bai, Ning Ding, Tiannan Guo, Bowen Zhou, Siqi Sun
2025 J jnl
Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models.
CoRR
Xiaoyu Zhan, Wenxuan Huang, Hao Sun, Xinyu Fu, Changfeng Ma, Shaosheng Cao, Bohan Jia, Shaohui Lin, Zhenfei Yin, Lei Bai, Wanli Ouyang, Yuanqi Li, Jie Guo, Yanwen Guo
2025 J jnl
AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications.
CoRR
Jiamin Wu, Zichen Ren, Junyu Wang, Pengyu Zhu, Yonghao Song, Mianxin Liu, Qihao Zheng, Lei Bai, Wanli Ouyang, Chunfeng Song
2025 J jnl
Advancing AI for science: From the revolution of tools to the tools for revolution.
AI Open
Bowen Zhou, Ning Ding, Lei Bai, Hao Zhou
2025 J jnl
Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences.
CoRR
Jing-An Sun, Hang Fan, Junchao Gong, Ben Fei, Kun Chen, Fenghua Ling, Wenlong Zhang, Wanghan Xu, Li Yan, Pierre Gentine, Lei Bai
2025 J jnl
An Agentic Framework for Autonomous Materials Computation.
CoRR
Zeyu Xia, Jinzhe Ma, Congjie Zheng, Shufei Zhang, Yuqiang Li, Hang Su, P. Hu, Changshui Zhang, Xingao Gong, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Mao Su
2025 J jnl
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs.
CoRR
Chongjun Tu, Peng Ye, Dongzhan Zhou, Lei Bai, Gang Yu, Tao Chen, Wanli Ouyang
2025 J jnl
AutoMLGen: Navigating Fine-Grained Optimization for Coding Agents.
CoRR
Shangheng Du, Xiangchao Yan, Dengyang Jiang, Jiakang Yuan, Yusong Hu, Xin Li, Liang He, Bo Zhang, Lei Bai
2025 J jnl
BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset.
CoRR
Zhiheng Xi, Guanyu Li, Yutao Fan, Honglin Guo, Yufang Liu, Xiaoran Fan, Jiaqi Liu, Jingchao Ding, Wangmeng Zuo, Zhenfei Yin, Lei Bai, Tao Ji, Tao Gui, Qi Zhang, Philip Torr, Xuanjing Huang
2025 — conf
Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing.
DAI
Yiqun Zhang, Hao Li, Jianhao Chen, Hangfan Zhang, Peng Ye, Lei Bai, Shuyue Hu
2025 J jnl
Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing.
CoRR
Yiqun Zhang, Hao Li, Jianhao Chen, Hangfan Zhang, Peng Ye, Lei Bai, Shuyue Hu
2025 J jnl
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics.
CoRR
Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqi Geng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng, Zhihao Dou, Dongfei Cui, Changyong He, Jin Zeng, Zeke Xie, Mao Su, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang, Yunqi Cai, Xi Dai, Shufei Zhang, Lei Bai, Jinguang Cheng, Zhong Fang, Hongming Weng
2025 J jnl
Chem-R: Learning to Reason as a Chemist.
CoRR
Weida Wang, Benteng Chen, Di Zhang, Wanhao Liu, Shuchen Pu, Ben Gao, Jin Zeng, Xiaoyong Wei, Tianshu Yu, Shuzhou Sun, Tianfan Fu, Wanli Ouyang, Lei Bai, Jiatong Li, Zifu Wang, Yuqiang Li, Shufei Zhang
2025 J jnl
ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System.
CoRR
Dong Han, Zhehong Ai, Pengxiang Cai, Shuzhou Sun, Shanya Lu, Jianpeng Chen, Ben Gao, Lingli Ge, Weida Wang, Xiangxin Zhou, Xihui Liu, Mao Su, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Tao Xu, Yuqiang Li, Shufei Zhang
2025 J jnl
ChemMLLM: Chemical Multimodal Large Language Model.
CoRR
Qian Tan, Dongzhan Zhou, Peng Xia, Wanhao Liu, Wanli Ouyang, Lei Bai, Yuqiang Li, Tianfan Fu
2025 J jnl
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards.
CoRR
Xiangyuan Xue, Yifan Zhou, Guibin Zhang, Zaibin Zhang, Yijiang Li, Chen Zhang, Zhenfei Yin, Philip Torr, Wanli Ouyang, Lei Bai
2025 A* conf
ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems.
CVPR
Xiangyuan Xue, Zeyu Lu, Di Huang, Zidong Wang, Wanli Ouyang, Lei Bai
2025 J jnl
CompBench: Benchmarking Complex Instruction-guided Image Editing.
CoRR
Bohan Jia, Wenxuan Huang, Yuntian Tang, Junbo Qiao, Jincheng Liao, Shaosheng Cao, Fei Zhao, Zhaopeng Feng, Zhouhong Gu, Zhenfei Yin, Lei Bai, Wanli Ouyang, Lin Chen, Zihan Wang, Yuan Xie, Shaohui Lin
2025 J jnl
Consolidating Diffusion-Generated Video Detection with Unified Multimodal Forgery Learning.
CoRR
Xiaohong Liu, Xiufeng Song, Huayu Zheng, Lei Bai, Xiaoming Liu, Guangtao Zhai
2025 J jnl
DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space.
CoRR
Junchao Gong, Jingyi Xu, Ben Fei, Fenghua Ling, Wenlong Zhang, Kun Chen, Wanghan Xu, Weidong Yang, Xiaokang Yang, Lei Bai
2025 A* conf
DIFFODE: Neural ODE with Differentiable Hidden State for Irregular Time Series Analysis.
ICDE
Yudong Zhang, Xu Wang, Xuan Yu, Zhengyang Zhou, Xing Xu, Lei Bai, Yang Wang
2025 Misc conf
DiffSR: Learning Radar Reflectivity Synthesis via Diffusion Model from Satellite Observations.
ICASSP
Xuming He, Zhiwang Zhou, Wenlong Zhang, Xiangyu Zhao, Hao Chen, Shiqi Chen, Lei Bai
2025 J jnl
DispFormer: Pretrained Transformer for Flexible Dispersion Curve Inversion from Global Synthesis to Regional Applications.
CoRR
Feng Liu, Bao Deng, Rui Su, Lei Bai, Wanli Ouyang
2025 J jnl
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback.
CoRR
Jiakang Yuan, Xiangchao Yan, Botian Shi, Tao Chen, Wanli Ouyang, Bo Zhang, Lei Bai, Yu Qiao, Bowen Zhou
2025 — conf
Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback.
ACL (1)
Jiakang Yuan, Xiangchao Yan, Bo Zhang, Tao Chen, Botian Shi, Wanli Ouyang, Yu Qiao, Lei Bai, Bowen Zhou
2025 J jnl
DualResearch: Entropy-Gated Dual-Graph Retrieval for Answer Reconstruction.
CoRR
Jinxin Shi, Zongsheng Cao, Runmin Ma, Yusong Hu, Jie Zhou, Xin Li, Lei Bai, Liang He, Bo Zhang
2025 J jnl
Dynamic Base model Shift for Delta Compression.
CoRR
Chenyu Huang, Peng Ye, Shenghe Zheng, Xiaohui Wang, Lei Bai, Tao Chen, Wanli Ouyang
2025 J jnl
EWE: An Agentic Framework for Extreme Weather Analysis.
CoRR
Zhe Jiang, Jiong Wang, Xiaoyu Yue, Zijie Guo, Wenlong Zhang, Fenghua Ling, Wanli Ouyang, Lei Bai
2025 J jnl
Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents.
CoRR
Peilin Feng, Zhutao Lv, Junyan Ye, Xiaolei Wang, Xinjie Huo, Jinhua Yu, Wanghan Xu, Wenlong Zhang, Lei Bai, Conghui He, Weijia Li
2025 J jnl
EarthLink: A Self-Evolving AI Agent for Climate Science.
CoRR
Zijie Guo, Jiong Wang, Xiaoyu Yue, Wangxu Wei, Zhe Jiang, Wanghan Xu, Ben Fei, Wenlong Zhang, Xinyu Gu, Lijing Cheng, Jing-Jia Luo, Chao Li, Yaqiang Wang, Tao Chen, Wanli Ouyang, Fenghua Ling, Lei Bai
2025 J jnl
EarthSE: A Benchmark for Evaluating Earth Scientific Exploration Capability of LLMs.
CoRR
Wanghan Xu, Xiangyu Zhao, Yuhao Zhou, Xiaoyu Yue, Ben Fei, Fenghua Ling, Wenlong Zhang, Lei Bai
2025 J jnl
Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoning.
CoRR
Xiangru Tang, Wanghan Xu, Yujie Wang, Zijie Guo, Daniel Shao, Jiapeng Chen, Cixuan Zhang, Ziyi Wang, Lixin Zhang, Guancheng Wan, Wenlong Zhang, Lei Bai, Zhenfei Yin, Philip Torr, Hanrui Wang, Di Jin
2025 J jnl
Enhancing Mapless Trajectory Prediction Through Knowledge Distillation.
IEEE Trans. Intell. Transp. Syst.
Yuning Wang, Pu Zhang, Lei Bai, Fei Li, Jianru Xue
2025 J jnl
EvoFlow: Evolving Diverse Agentic Workflows On The Fly.
CoRR
Guibin Zhang, Kaijie Chen, Guancheng Wan, Heng Chang, Hong Cheng, Kun Wang, Shuyue Hu, Lei Bai
2025 J jnl
Exploring Representation-Aligned Latent Space for Better Generation.
CoRR
Wanghan Xu, Xiaoyu Yue, Zidong Wang, Yao Teng, Wenlong Zhang, Xihui Liu, Luping Zhou, Wanli Ouyang, Lei Bai
2025 J jnl
FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolution.
CoRR
Yidi Liu, Zihao Fan, Jie Huang, Jie Xiao, Dong Li, Wenlong Zhang, Lei Bai, Xueyang Fu, Zheng-Jun Zha
2025 J jnl
FlowSearch: Advancing deep research with dynamic structured knowledge flow.
CoRR
Yusong Hu, Runmin Ma, Yue Fan, Jinxin Shi, Zongsheng Cao, Yuhao Zhou, Jiakang Yuan, Xiangchao Yan, Wenlong Zhang, Lei Bai, Bo Zhang
2025 J jnl
From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery.
CoRR
Jiaqi Wei, Yuejin Yang, Xiang Zhang, Yuhan Chen, Xiang Zhuang, Zhangyang Gao, Dongzhan Zhou, Guangshuai Wang, Zhiqiang Gao, Juntai Cao, Zijie Qiu, Xuming He, Qiang Zhang, Chenyu You, Shuangjia Zheng, Ning Ding, Wanli Ouyang, Nanqing Dong, Yu Cheng, Siqi Sun, Lei Bai, Bowen Zhou
2025 J jnl
GauDP: Reinventing Multi-Agent Collaboration through Gaussian-Image Synergy in Diffusion Policies.
CoRR
Ziye Wang, Li Kang, Yiran Qin, Jiahua Ma, Zhanglin Peng, Lei Bai, Ruimao Zhang
2025 Misc conf
Global Tropical Cyclone Intensity Forecasting with Multi-modal Multi-scale Causal Autoregressive Model.
ICASSP
Xinyu Wang, Kang Chen, Lei Liu, Tao Han, Bin Li, Lei Bai
2025 J jnl
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?
CoRR
Fangchen Yu, Haiyuan Wan, Qianjia Cheng, Yuchen Zhang, Jiacheng Chen, Fujun Han, Yulun Wu, Junchi Yao, Ruilizhen Hu, Ning Ding, Yu Cheng, Tao Chen, Lei Bai, Dongzhan Zhou, Yun Luo, Ganqu Cui, Peng Ye
2025 J jnl
Hulk: A Universal Knowledge Translator for Human-Centric Tasks.
IEEE Trans. Pattern Anal. Mach. Intell.
Yizhou Wang, Yixuan Wu, Weizhen He, Xun Guo, Feng Zhu, Lei Bai, Rui Zhao, Jian Wu, Tong He, Wanli Ouyang, Shixiang Tang
2025 A* conf
IceDiff: High Resolution and High-Quality Arctic Sea Ice Forecasting with Generative Diffusion Prior.
CVPR
Jingyi Xu, Siwei Tu, Weidong Yang, Ben Fei, Shuhao Li, Keyi Liu, Yeqi Luo, Lipeng Ma, Lei Bai
2025 J jnl
Impact of VAEformer Compression Algorithm Precision Loss on the Tropospheric Delays for Microwave Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Junsheng Ding, Cancan Xu, Wu Chen, Junping Chen, Jungang Wang, Yize Zhang, Lei Bai, Tao Han, Yuhao Xiong
2025 J jnl
Incorporating Multivariate Consistency in ML-Based Weather Forecasting with Latent-space Constraints.
CoRR
Hang Fan, Yi Xiao, Yongquan Qu, Fenghua Ling, Ben Fei, Lei Bai, Pierre Gentine
2025 J jnl
InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis.
CoRR
Tao Han, Wanghan Xu, Junchao Gong, Xiaoyu Yue, Song Guo, Luping Zhou, Lei Bai
2025 J jnl
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell.
Weizhen He, Yiheng Deng, Yunfeng Yan, Feng Zhu, Yizhou Wang, Lei Bai, Qingsong Xie, Rui Zhao, Donglian Qi, Wanli Ouyang, Shixiang Tang
2025 J jnl
Iterative Pretraining Framework for Interatomic Potentials.
CoRR
Taoyong Cui, Zhongyao Wang, Dongzhan Zhou, Yuqiang Li, Lei Bai, Wanli Ouyang, Mao Su, Shufei Zhang
2025 J jnl
KAN-Enhanced Transformer for Wind Profile Retrieval From Lidar Spectra.
IEEE Trans. Geosci. Remote. Sens.
Ran Tao, Chong Wang, Hao Chen, Mingjiao Jia, Xiang Shang, Luoyuan Qu, Guoliang Shentu, Yanyu Lu, Yanfeng Huo, Lei Bai, Xianghui Xue, Xiankang Dou
2025 J jnl
Kolmogorov Arnold Neural Interpolator for Downscaling and Correcting Meteorological Fields from In-Situ Observations.
CoRR
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Zhengxia Zou, Zhenwei Shi
2025 J jnl
LWFNet: Coherent Doppler Wind Lidar-Based Network for Wind Field Retrieval.
CoRR
Ran Tao, Chong Wang, Hao Chen, Mingjiao Jia, Xiang Shang, Luoyuan Qu, Guoliang Shentu, Yanyu Lu, Yanfeng Huo, Lei Bai, Xianghui Xue, Xiankang Dou
2025 J jnl
LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents.
CoRR
Rui Li, Zixuan Hu, Wenxi Qu, Jinouwen Zhang, Zhenfei Yin, Sha Zhang, Xuantuo Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang, Wanli Ouyang, Lei Bai, Wangmeng Zuo, Ling-Yu Duan, Dongzhan Zhou, Shixiang Tang
2025 J jnl
Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinement.
CoRR
Yidi Liu, Xueyang Fu, Jie Huang, Jie Xiao, Dong Li, Wenlong Zhang, Lei Bai, Zheng-Jun Zha
2025 J jnl
LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space.
CoRR
Guibin Zhang, Fanci Meng, Guancheng Wan, Zherui Li, Kun Wang, Zhenfei Yin, Lei Bai, Shuicheng Yan
2025 J jnl
Learning Compact Representations of LLM Abilities via Item Response Theory.
CoRR
Jianhao Chen, Chenxu Wang, Gengrui Zhang, Peng Ye, Lei Bai, Wei Hu, Yuzhong Qu, Shuyue Hu
2025 J jnl
LiveSearchBench: An Automatically Constructed Benchmark for Retrieval and Reasoning over Dynamic Knowledge.
CoRR
Heng Zhou, Ao Yu, Yuchen Fan, Jianing Shi, Li Kang, Hejia Geng, Yongting Zhang, Yutao Fan, Yuhao Wu, Tiancheng He, Yiran Qin, Lei Bai, Zhenfei Yin
2025 J jnl
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems.
CoRR
Rui Ye, Keduan Huang, Qimin Wu, Yuzhu Cai, Tian Jin, Xianghe Pang, Xiangrui Liu, Jiaqi Su, Chen Qian, Bohan Tang, Kaiqu Liang, Jiaao Chen, Yue Hu, Zhenfei Yin, Rongye Shi, Bo An, Yang Gao, Wenjun Wu, Lei Bai, Siheng Chen
2025 J jnl
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering.
CoRR
Zexi Liu, Jingyi Chai, Xinyu Zhu, Shuo Tang, Rui Ye, Bolun Zhang, Lei Bai, Siheng Chen
2025 J jnl
MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs.
CoRR
Jiakang Yuan, Tianshuo Peng, Yilei Jiang, Yiting Lu, Renrui Zhang, Kaituo Feng, Chaoyou Fu, Tao Chen, Lei Bai, Bo Zhang, Xiangyu Yue
2025 J jnl
MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling.
CoRR
Siwei Tu, Jingyi Xu, Weidong Yang, Lei Bai, Ben Fei
2025 J jnl
MSEarth: A Benchmark for Multimodal Scientific Comprehension of Earth Science.
CoRR
Xiangyu Zhao, Wanghan Xu, Bo Liu, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, Lei Bai, Wenlong Zhang, Xiao-Ming Wu
2025 J jnl
Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System.
CoRR
Wanghan Xu, Wenlong Zhang, Fenghua Ling, Ben Fei, Yusong Hu, Fangxuan Ren, Jintai Lin, Wanli Ouyang, Lei Bai
2025 J jnl
Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery.
CoRR
Jiaqi Liu, Songning Lai, Pengze Li, Di Yu, Wenjie Zhou, Yiyang Zhou, Peng Xia, Zijun Wang, Xi Chen, Shixiang Tang, Lei Bai, Wanli Ouyang, Mingyu Ding, Huaxiu Yao, Aoran Wang
2025 J jnl
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing.
CoRR
Junbo Niu, Zheng Liu, Zhuangcheng Gu, Bin Wang, Linke Ouyang, Zhiyuan Zhao, Tao Chu, Tianyao He, Fan Wu, Qintong Zhang, Zhenjiang Jin, Guang Liang, Rui Zhang, Wenzheng Zhang, Yuan Qu, Zhifei Ren, Yuefeng Sun, Yuanhong Zheng, Dongsheng Ma, Zirui Tang, Boyu Niu, Ziyang Miao, Hejun Dong, Siyi Qian, Junyuan Zhang, Jingzhou Chen, Fangdong Wang, Xiaomeng Zhao, Liqun Wei, Wei Li, Shasha Wang, Ruiliang Xu, Yuanyuan Cao, Lu Chen, Qianqian Wu, Huaiyu Gu, Lindong Lu, Keming Wang, Dechen Lin, Guanlin Shen, Xuanhe Zhou, Linfeng Zhang, Yuhang Zang, Xiaoyi Dong, Jiaqi Wang, Bo Zhang, Lei Bai, Pei Chu, Weijia Li, Jiang Wu, Lijun Wu, Zhenxiang Li, Guangyu Wang, Zhongying Tu, Chao Xu, Kai Chen, Yu Qiao, Bowen Zhou, Dahua Lin, Wentao Zhang, Conghui He
2025 A* conf
Multi-agent Architecture Search via Agentic Supernet.
ICML
Guibin Zhang, Luyang Niu, Junfeng Fang, Kun Wang, Lei Bai, Xiang Wang
2025 J jnl
Multi-agent Architecture Search via Agentic Supernet.
CoRR
Guibin Zhang, Luyang Niu, Junfeng Fang, Kun Wang, Lei Bai, Xiang Wang
2025 J jnl
Native-Resolution Image Synthesis.
CoRR
Zidong Wang, Lei Bai, Xiangyu Yue, Wanli Ouyang, Yiyuan Zhang
2025 J jnl
Nature-Inspired Population-Based Evolution of Large Language Models.
CoRR
Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu
2025 J jnl
NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification.
CoRR
Bo Zhang, Shiyang Feng, Xiangchao Yan, Jiakang Yuan, Zhiyin Yu, Xiaohan He, Songtao Huang, Shaowei Hou, Zheng Nie, Zhilong Wang, Jinyao Liu, Runmin Ma, Tianshuo Peng, Peng Ye, Dongzhan Zhou, Shufei Zhang, Xiaosong Wang, Yilan Zhang, Meng Li, Zhongying Tu, Xiangyu Yue, Wangli Ouyang, Bowen Zhou, Lei Bai
2025 J jnl
Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understanding.
CoRR
Zhiwang Zhou, Yuandong Pu, Xuming He, Yidi Liu, Yixin Chen, Junchao Gong, Xiang Zhuang, Wanghan Xu, Qinglong Cao, Shixiang Tang, Yihao Liu, Wenlong Zhang, Lei Bai
2025 J jnl
OmniCaptioner: One Captioner to Rule Them All.
CoRR
Yiting Lu, Jiakang Yuan, Zhen Li, Shitian Zhao, Qi Qin, Xinyue Li, Le Zhuo, Licheng Wen, Dongyang Liu, Yuewen Cao, Xiangchao Yan, Xin Li, Tianshuo Peng, Shufei Zhang, Botian Shi, Tao Chen, Zhibo Chen, Lei Bai, Bo Zhang, Peng Gao
2025 J jnl
OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data.
CoRR
Fengxiang Wang, Mingshuo Chen, Xuming He, Yifan Zhang, Feng Liu, Zijie Guo, Zhenghao Hu, Jiong Wang, Jingyi Xu, Zhangrui Li, Fenghua Ling, Ben Fei, Weijia Li, Long Lan, Wenjing Yang, Wenlong Zhang, Lei Bai
2025 J jnl
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting.
IEEE Trans. Intell. Transp. Syst.
Pengxin Guo, Pengrong Jin, Ziyue Li, Lei Bai, Yu Zhang
2025 J jnl
Open-Source LLMs Collaboration Beats Closed-Source LLMs: A Scalable Multi-Agent System.
CoRR
Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye
2025 J jnl
P1: Mastering Physics Olympiads with Reinforcement Learning.
CoRR
Jiacheng Chen, Qianjia Cheng, Fangchen Yu, Haiyuan Wan, Yuchen Zhang, Shenghe Zheng, Junchi Yao, Qingyang Zhang, Haonan He, Yun Luo, Yufeng Zhao, Futing Wang, Li Sheng, Chengxing Xie, Yuxin Zuo, Yizhuo Li, Wenxauan Zeng, Yulun Wu, Rui Huang, Dongzhan Zhou, Kai Chen, Yu Qiao, Lei Bai, Yu Cheng, Ning Ding, Bowen Zhou, Peng Ye, Ganqu Cui
2025 J jnl
PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models.
CoRR
Lintao Wang, Encheng Su, Jiaqi Liu, Pengze Li, Peng Xia, Jiabei Xiao, Wenlong Zhang, Xinnan Dai, Xi Chen, Yuan Meng, Mingyu Ding, Lei Bai, Wanli Ouyang, Shixiang Tang, Aoran Wang, Xinzhu Ma
2025 J jnl
PhysicsMinions: Winning Gold Medals in the Latest Physics Olympiads with a Coevolutionary Multimodal Multi-Agent System.
CoRR
Fangchen Yu, Junchi Yao, Ziyi Wang, Haiyuan Wan, Youling Huang, Bo Zhang, Shuyue Hu, Dongzhan Zhou, Ning Ding, Ganqu Cui, Lei Bai, Wanli Ouyang, Peng Ye
2025 J jnl
Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI.
CoRR
Sha Zhang, Suorong Yang, Tong Xie, Xiangyuan Xue, Zixuan Hu, Rui Li, Wenxi Qu, Zhenfei Yin, Tianfan Fu, Di Hu, Andres M. Bran, Nian Ran, Bram Hoex, Wangmeng Zuo, Philippe Schwaller, Wanli Ouyang, Lei Bai, Yanyong Zhang, Lingyu Duan, Shixiang Tang, Dongzhan Zhou
2025 A* conf
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling.
ICLR
Junchao Gong, Siwei Tu, Weidong Yang, Ben Fei, Kun Chen, Wenlong Zhang, Xiaokang Yang, Wanli Ouyang, Lei Bai
2025 J jnl
RadarQA: Multi-modal Quality Analysis of Weather Radar Forecasts.
CoRR
Xuming He, Zhiyuan You, Junchao Gong, Couhua Liu, Xiaoyu Yue, Peiqin Zhuang, Wenlong Zhang, Lei Bai
2025 A* conf
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks.
EMNLP
Heng Zhou, Hejia Geng, Xiangyuan Xue, Li Kang, Yiran Qin, Zhiyong Wang, Zhenfei Yin, Lei Bai
2025 J jnl
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks.
CoRR
Heng Zhou, Hejia Geng, Xiangyuan Xue, Zhenfei Yin, Lei Bai
2025 J jnl
Real-Time High-Resolution Global PWV Retrieval Based on Weather Forecast Foundation Models and Cross-Validation With Radiosonde, GNSS, and ERA5.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junsheng Ding, Wu Chen, Junping Chen, Jungang Wang, Yize Zhang, Lei Bai
2025 J jnl
ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion.
CoRR
Yuanyi Song, Pumeng Lyu, Ben Fei, Fenghua Ling, Wanli Ouyang, Lei Bai
2025 J jnl
RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints.
CoRR
Yiran Qin, Li Kang, Xiufeng Song, Zhenfei Yin, Xiaohong Liu, Xihui Liu, Ruimao Zhang, Lei Bai
2025 J jnl
SCI-Verifier: Scientific Verifier with Thinking.
CoRR
Shenghe Zheng, Chenyu Huang, Fangchen Yu, Junchi Yao, Jingqi Ye, Tao Chen, Yun Luo, Ning Ding, Lei Bai, Ganqu Cui, Peng Ye
2025 J jnl
SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents.
CoRR
Yankai Jiang, Wenjie Lou, Lilong Wang, Zhenyu Tang, Shiyang Feng, Jiaxuan Lu, Haoran Sun, Yaning Pan, Shuang Gu, Haoyang Su, Feng Liu, Wangxu Wei, Pan Tan, Dongzhan Zhou, Fenghua Ling, Cheng Tan, Bo Zhang, Xiaosong Wang, Lei Bai, Bowen Zhou
2025 J jnl
SSRL: Self-Search Reinforcement Learning.
CoRR
Yuchen Fan, Kaiyan Zhang, Heng Zhou, Yuxin Zuo, Yanxu Chen, Yu Fu, Xinwei Long, Xuekai Zhu, Che Jiang, Yuchen Zhang, Li Kang, Gang Chen, Cheng Huang, Zhizhou He, Bingning Wang, Lei Bai, Ning Ding, Bowen Zhou
2025 J jnl
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting.
CoRR
Hao Chen, Tao Han, Jie Zhang, Song Guo, Lei Bai
2025 — conf
SURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing.
ACL (1)
Xiangchao Yan, Shiyang Feng, Jiakang Yuan, Renqiu Xia, Bin Wang, Lei Bai, Bo Zhang
2025 A* conf
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution.
CVPR
Siwei Tu, Ben Fei, Weidong Yang, Fenghua Ling, Hao Chen, Zili Liu, Kun Chen, Hang Fan, Wanli Ouyang, Lei Bai
2025 J jnl
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution.
CoRR
Siwei Tu, Ben Fei, Weidong Yang, Fenghua Ling, Hao Chen, Zili Liu, Kun Chen, Hang Fan, Wanli Ouyang, Lei Bai
2025 J jnl
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning.
CoRR
Zelin Tan, Hejia Geng, Mulei Zhang, Xiaohang Yu, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhongzhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Lei Bai
2025 J jnl
Scaling Physical Reasoning with the PHYSICS Dataset.
CoRR
Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye
2025 J jnl
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines.
CoRR
Yizhou Wang, Chen Tang, Han Deng, Jiabei Xiao, Jiaqi Liu, Jianyu Wu, Jun Yao, Pengze Li, Encheng Su, Lintao Wang, Guohang Zhuang, Yuchen Ren, Ben Fei, Ming Hu, Xin Chen, Dongzhan Zhou, Junjun He, Xiangyu Yue, Zhenfei Yin, Jiamin Wu, Qihao Zheng, Yuhao Zhou, Huihui Xu, Chenglong Ma, Yan Lu, Wenlong Zhang, Chunfeng Song, Philip Torr, Shixiang Tang, Xinzhu Ma, Wanli Ouyang, Lei Bai
2025 J jnl
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning.
CoRR
Yuhao Zhou, Yiheng Wang, Xuming He, Ruoyao Xiao, Zhiwei Li, Qiantai Feng, Zijie Guo, Yuejin Yang, Hao Wu, Wenxuan Huang, Jiaqi Wei, Dan Si, Xiuqi Yao, Jia Bu, Haiwen Huang, Tianfan Fu, Shixiang Tang, Ben Fei, Dongzhan Zhou, Fenghua Ling, Yan Lu, Siqi Sun, Chenhui Li, Guanjie Zheng, Jiancheng Lv, Wenlong Zhang, Lei Bai
2025 J jnl
Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform.
CoRR
Chenyu Huang, Peng Ye, Xiaohui Wang, Shenghe Zheng, Biqing Qi, Lei Bai, Wanli Ouyang, Tao Chen
2025 J jnl
SeisMoLLM: Advancing Seismic Monitoring via Cross-modal Transfer with Pre-trained Large Language Model.
CoRR
Xinghao Wang, Feng Liu, Rui Su, Zhihui Wang, Lei Bai, Wanli Ouyang
2025 J jnl
SenseFlow: A Physics-Informed and Self-Ensembling Iterative Framework for Power Flow Estimation.
CoRR
Zhen Zhao, Wenqi Huang, Zicheng Wang, Jiaxuan Hou, Peng Li, Lei Bai
2025 J jnl
Single-Agent Scaling Fails Multi-Agent Intelligence: Towards Foundation Models with Native Multi-Agent Intelligence.
CoRR
Shuyue Hu, Haoyang Yan, Yiqun Zhang, Yang Chen, Dongzhan Zhou, Lei Bai
2025 J jnl
Spatiotemporal inhomogeneity of accuracy degradation in AI weather forecast foundation models: A GNSS perspective.
Int. J. Appl. Earth Obs. Geoinformation
Junsheng Ding, Wu Chen, Junping Chen, Jungang Wang, Yize Zhang, Lei Bai, Yuyan Wang, Xiaolong Mi, Tong Liu, Duojie Weng
2025 J jnl
SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy.
CoRR
Zhuo Yang, Jiaqing Xie, Shuaike Shen, Daolang Wang, Yeyun Chen, Ben Gao, Shuzhou Sun, Biqing Qi, Dongzhan Zhou, Lei Bai, Linjiang Chen, Shufei Zhang, Jun Jiang, Tianfan Fu, Yuqiang Li
2025 J jnl
Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model.
CoRR
Jing Liang, Hongyao Tang, Yi Ma, Jinyi Liu, Yan Zheng, Shuyue Hu, Lei Bai, Jianye Hao
2025 J jnl
Stimulative Training++: Go Beyond the Performance Limits of Residual Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Ye, Tong He, Shengji Tang, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang
2025 J jnl
SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing.
CoRR
Xiangchao Yan, Shiyang Feng, Jiakang Yuan, Renqiu Xia, Bin Wang, Bo Zhang, Lei Bai
2025 J jnl
Swarm Intelligence Enhanced Reasoning: A Density-Driven Framework for LLM-Based Multi-Agent Optimization.
CoRR
Ying Zhu, Heng Zhou, Rui Su, Peiqin Zhuang, Lei Bai
2025 J jnl
SynCast: Synergizing Contradictions in Precipitation Nowcasting via Diffusion Sequential Preference Optimization.
CoRR
Kaiyi Xu, Junchao Gong, Wenlong Zhang, Ben Fei, Lei Bai, Wanli Ouyang
2025 J jnl
Temporal-Spectral-Spatial Unified Remote Sensing Dense Prediction.
CoRR
Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Pengfeng Xiao, Lei Bai
2025 J jnl
The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants.
CoRR
Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Daling Wang, Zhen Wang, Xinrun Wang, Xu Jia, Lei Bai, Wanli Ouyang, Shuyue Hu
2025 J jnl
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models.
CoRR
Ganqu Cui, Yuchen Zhang, Jiacheng Chen, Lifan Yuan, Zhi Wang, Yuxin Zuo, Haozhan Li, Yuchen Fan, Huayu Chen, Weize Chen, Zhiyuan Liu, Hao Peng, Lei Bai, Wanli Ouyang, Yu Cheng, Bowen Zhou, Ning Ding
2025 J jnl
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.
CoRR
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhongzhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Michael Littman, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai
2025 J jnl
The Path of Self-Evolving Large Language Models: Achieving Data-Efficient Learning via Intrinsic Feedback.
CoRR
Hangfan Zhang, Siyuan Xu, Zhimeng Guo, Huaisheng Zhu, Shicheng Liu, Xinrun Wang, Qiaosheng Zhang, Yang Chen, Peng Ye, Lei Bai, Shuyue Hu
2025 A* conf
TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting.
ICLR
Songtao Huang, Zhen Zhao, Can Li, Lei Bai
2025 J jnl
TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting.
CoRR
Songtao Huang, Zhen Zhao, Can Li, Lei Bai
2025 J jnl
Topographic Informed Kolmogorov-Arnold Neural Interpolator for Downscaling and Correcting Meteorological Fields From In Situ Observations.
IEEE Trans. Geosci. Remote. Sens.
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Zhengxia Zou, Zhenwei Shi
2025 J jnl
Towards Physically Plausible Video Generation via VLM Planning.
CoRR
Xindi Yang, Baolu Li, Yiming Zhang, Zhenfei Yin, Lei Bai, Liqian Ma, Zhiyong Wang, Jianfei Cai, Tien-Tsin Wong, Huchuan Lu, Xu Jia
2025 J jnl
Transforming Weather Data from Pixel to Latent Space.
CoRR
Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Tao Han, Junchao Gong, Ran Tao, Pengfeng Xiao, Lei Bai, Wanli Ouyang
2025 J jnl
Transition Models: Rethinking the Generative Learning Objective.
CoRR
Zidong Wang, Yiyuan Zhang, Xiaoyu Yue, Xiangyu Yue, Yangguang Li, Wanli Ouyang, Lei Bai
2025 J jnl
Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation.
CoRR
Xiaoyu Yue, Zidong Wang, Yuqing Wang, Wenlong Zhang, Xihui Liu, Wanli Ouyang, Lei Bai, Luping Zhou
2025 A* conf
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines.
CVPR
Chen Tang, Xinzhu Ma, Encheng Su, Xiufeng Song, Xiaohong Liu, Wei-Hong Li, Lei Bai, Wanli Ouyang, Xiangyu Yue
2025 J jnl
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines.
CoRR
Chen Tang, Xinzhu Ma, Encheng Su, Xiufeng Song, Xiaohong Liu, Wei-Hong Li, Lei Bai, Wanli Ouyang, Xiangyu Yue
2025 J jnl
Unleashing Scientific Reasoning for Bio-experimental Protocol Generation via Structured Component-based Reward Mechanism.
CoRR
Haoran Sun, Yankai Jiang, Zhenyu Tang, Yaning Pan, Shuang Gu, Zekai Lin, Lilong Wang, Wenjie Lou, Lei Liu, Lei Bai, Xiaosong Wang
2025 A* conf
VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology.
ICLR
Yi Xiao, Qilong Jia, Kun Chen, Lei Bai, Wei Xue
2025 J jnl
VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning.
CoRR
Li Kang, Xiufeng Song, Heng Zhou, Yiran Qin, Jie Yang, Xiaohong Liu, Philip Torr, Lei Bai, Zhenfei Yin
2025 A* conf
VQLTI: Long-Term Tropical Cyclone Intensity Forecasting with Physical Constraints.
AAAI
Xinyu Wang, Lei Liu, Kang Chen, Tao Han, Bin Li, Lei Bai
2025 J jnl
VQLTI: Long-Term Tropical Cyclone Intensity Forecasting with Physical Constraints.
CoRR
Xinyu Wang, Lei Liu, Kang Chen, Tao Han, Bin Li, Lei Bai
2025 J jnl
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting.
IEEE Trans. Geosci. Remote. Sens.
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai
2025 J jnl
VeriGUI: Verifiable Long-Chain GUI Dataset.
CoRR
Shunyu Liu, Minghao Liu, Huichi Zhou, Zhenyu Cui, Yang Zhou, Yuhao Zhou, Wendong Fan, Ge Zhang, Jiajun Shi, Weihao Xuan, Jiaxing Huang, Shuang Luo, Fang Wu, Heli Qi, Qingcheng Zeng, Ziqi Ren, Jialiang Gao, Jindi Lv, Junjie Wang, Aosong Feng, Heng Zhou, Wangchunshu Zhou, Zhenfei Yin, Wenlong Zhang, Guohao Li, Wenhao Yu, Irene Li, Lei Ma, Lei Bai, Qunshu Lin, Mingli Song, Dacheng Tao
2025 J jnl
VisionTraj: A Noise-Robust Trajectory Recovery Framework Based on Large-Scale Camera Network.
IEEE Trans. Intell. Transp. Syst.
Zhishuai Li, Ziyue Li, Xiaoru Hu, Guoqing Du, Yunhao Nie, Feng Zhu, Lei Bai, Rui Zhao, Yisheng Lv
2025 A* conf
WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning.
ICLR
Xiangyu Zhao, Zhiwang Zhou, Wenlong Zhang, Yihao Liu, Xiangyu Chen, Junchao Gong, Hao Chen, Ben Fei, Shiqi Chen, Wanli Ouyang, Xiao-Ming Wu, Lei Bai
2025 J jnl
Wisdom of the Crowd: Reinforcement Learning from Coevolutionary Collective Feedback.
CoRR
Wenzhen Yuan, Shengji Tang, Weihao Lin, Jiacheng Ruan, Ganqu Cui, Bo Zhang, Tao Chen, Ting Liu, Yuzhuo Fu, Peng Ye, Lei Bai
2025 A* conf
WorldSimBench: Towards Video Generation Models as World Simulators.
ICML
Yiran Qin, Zhelun Shi, Jiwen Yu, Xijun Wang, Enshen Zhou, Lijun Li, Zhenfei Yin, Xihui Liu, Lu Sheng, Jing Shao, Lei Bai, Ruimao Zhang
2025 J jnl
X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs.
CoRR
Rui Ye, Xiangrui Liu, Qimin Wu, Xianghe Pang, Zhenfei Yin, Lei Bai, Siheng Chen
2025 J jnl
XiChen: An observation-scalable fully AI-driven global weather forecasting system with 4D variational knowledge.
CoRR
Wuxin Wang, Weicheng Ni, Lilan Huang, Tao Hao, Ben Fei, Shuo Ma, Taikang Yuan, Yanlai Zhao, Kefeng Deng, Xiaoyong Li, Boheng Duan, Lei Bai, Kaijun Ren
2025 J jnl
scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration.
CoRR
Jianle Sun, Chaoqi Liang, Ran Wei, Peng Zheng, Lei Bai, Wanli Ouyang, Hongliang Yan, Peng Ye
2024 J jnl
A General Scenario-Agnostic Reinforcement Learning for Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Haoyuan Jiang, Ziyue Li, Zhishuai Li, Lei Bai, Hangyu Mao, Wolfgang Ketter, Rui Zhao
2024 J jnl
A Survey on Long Video Generation: Challenges, Methods, and Prospects.
CoRR
Chengxuan Li, Di Huang, Zeyu Lu, Yang Xiao, Qingqi Pei, Lei Bai
2024 J jnl
Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst.
Yudong Zhang, Pengkun Wang, Binwu Wang, Xu Wang, Zhe Zhao, Zhengyang Zhou, Lei Bai, Yang Wang
2024 A* conf
Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation.
AAAI
Zhuqiang Lu, Kun Hu, Chaoyue Wang, Lei Bai, Zhiyong Wang
2024 J jnl
CA-MoE: Channel-Adapted MoE for Incremental Weather Forecasting.
CoRR
Hao Chen, Han Tao, Guo Song, Jie Zhang, Yunlong Yu, Yonghan Dong, Chuang Yang, Lei Bai
2024 J jnl
CRA5: Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer.
CoRR
Tao Han, Zhenghao Chen, Song Guo, Wanghan Xu, Lei Bai
2024 A* conf
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling.
ICML
Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang
2024 J jnl
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling.
CoRR
Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang
2024 J jnl
Chimera: Improving Generalist Model with Domain-Specific Experts.
CoRR
Tianshuo Peng, Mingsheng Li, Hongbin Zhou, Renqiu Xia, Renrui Zhang, Lei Bai, Song Mao, Bin Wang, Conghui He, Aojun Zhou, Botian Shi, Tao Chen, Bo Zhang, Xiangyu Yue
2024 J jnl
DABench: A Benchmark Dataset for Data-Driven Weather Data Assimilation.
CoRR
Wuxin Wang, Weicheng Ni, Tao Han, Lei Bai, Boheng Duan, Kaijun Ren
2024 J jnl
Deriving Accurate Surface Meteorological States at Arbitrary Locations via Observation-Guided Continuous Neural Field Modeling.
IEEE Trans. Geosci. Remote. Sens.
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Keyan Chen, Zhengyi Wang, Wanli Ouyang, Zhengxia Zou, Zhenwei Shi
2024 J jnl
DiffSR: Learning Radar Reflectivity Synthesis via Diffusion Model from Satellite Observations.
CoRR
Xuming He, Zhiwang Zhou, Wenlong Zhang, Xiangyu Zhao, Hao Chen, Shiqi Chen, Lei Bai
2024 J jnl
Diffusion Model-based Probabilistic Downscaling for 180-year East Asian Climate Reconstruction.
CoRR
Fenghua Ling, Zeyu Lu, Jing-Jia Luo, Lei Bai, Swadhin K. Behera, Dachao Jin, Baoxiang Pan, Huidong Jiang, Toshio Yamagata
2024 J jnl
Diffusion Models Need Visual Priors for Image Generation.
CoRR
Xiaoyu Yue, Zidong Wang, Zeyu Lu, Shuyang Sun, Meng Wei, Wanli Ouyang, Lei Bai, Luping Zhou
2024 J jnl
DuoCast: Duo-Probabilistic Meteorology-Aware Model for Extended Precipitation Nowcasting.
CoRR
Penghui Wen, Lei Bai, Mengwei He, Patrick Filippi, Feng Zhang, Thomas F. A. Bishop, Zhiyong Wang, Kun Hu
2024 J jnl
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast.
CoRR
Wanghan Xu, Kang Chen, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai
2024 A* conf
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation.
NeurIPS
Kun Chen, Peng Ye, Hao Chen, Kang Chen, Tao Han, Wanli Ouyang, Tao Chen, Lei Bai
2024 J jnl
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation.
CoRR
Kun Chen, Tao Chen, Peng Ye, Hao Chen, Kang Chen, Tao Han, Wanli Ouyang, Lei Bai
2024 J jnl
Fast Information Streaming Handler (FisH): A Unified Seismic Neural Network for Single Station Real-Time Earthquake Early Warning.
CoRR
Tianning Zhang, Feng Liu, Yuming Yuan, Rui Su, Wanli Ouyang, Lei Bai
2024 J jnl
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting.
CoRR
Tao Han, Song Guo, Fenghua Ling, Kang Chen, Junchao Gong, Jing-Jia Luo, Junxia Gu, Kan Dai, Wanli Ouyang, Lei Bai
2024 J jnl
FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere.
CoRR
Fenghua Ling, Kang Chen, Jiye Wu, Tao Han, Jing-Jia Luo, Wanli Ouyang, Lei Bai
2024 A* conf
FiT: Flexible Vision Transformer for Diffusion Model.
ICML
Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai
2024 J jnl
FiT: Flexible Vision Transformer for Diffusion Model.
CoRR
Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai
2024 J jnl
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model.
CoRR
Zidong Wang, Zeyu Lu, Di Huang, Cai Zhou, Wanli Ouyang, Lei Bai
2024 J jnl
Forecasting of Tropospheric Delay Using AI Foundation Models in Support of Microwave Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Junsheng Ding, Xiaolong Mi, Wu Chen, Junping Chen, Jungang Wang, Yize Zhang, Joseph L. Awange, Benedikt Soja, Lei Bai, Yuanfan Deng, Wenjie Tang
2024 A* conf
G-Refine: A General Quality Refiner for Text-to-Image Generation.
ACM Multimedia
Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai
2024 J jnl
G-Refine: A General Quality Refiner for Text-to-Image Generation.
CoRR
Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai
2024 — conf
GESA: A GEneral Scenario-Agnostic Reinforcement Learning for Traffic Signal Control.
STRL@IJCAI
Haoyuan Jiang, Ziyue Li, Zhishuai Li, Lei Bai, Hangyu Mao, Wolfgang Ketter, Rui Zhao
2024 J jnl
GenAgent: Build Collaborative AI Systems with Automated Workflow Generation - Case Studies on ComfyUI.
CoRR
Xiangyuan Xue, Zeyu Lu, Di Huang, Wanli Ouyang, Lei Bai
2024 A* conf
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling.
NeurIPS
Wanghan Xu, Fenghua Ling, Wenlong Zhang, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai
2024 J jnl
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling.
CoRR
Wanghan Xu, Fenghua Ling, Wenlong Zhang, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai
2024 J jnl
Geometry-enhanced pretraining on interatomic potentials.
Nat. Mac. Intell.
Taoyong Cui, Chenyu Tang, Mao Su, Shufei Zhang, Yuqiang Li, Lei Bai, Yuhan Dong, Xingao Gong, Wanli Ouyang
2024 J jnl
Global Tropical Cyclone Intensity Forecasting with Multi-modal Multi-scale Causal Autoregressive Model.
CoRR
Xinyu Wang, Kang Chen, Lei Liu, Tao Han, Bin Li, Lei Bai
2024 J jnl
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation.
CoRR
Sha Zhang, Jiajun Deng, Lei Bai, Houqiang Li, Wanli Ouyang, Yanyong Zhang
2024 J jnl
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation.
Int. J. Comput. Vis.
Sha Zhang, Jiajun Deng, Lei Bai, Houqiang Li, Wanli Ouyang, Yanyong Zhang
2024 A conf
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation.
WACV
Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, Lei Bai, Yu Qiao, Xihui Liu
2024 J jnl
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with Generative Diffusion Prior.
CoRR
Jingyi Xu, Siwei Tu, Weidong Yang, Shuhao Li, Keyi Liu, Yeqi Luo, Lipeng Ma, Ben Fei, Lei Bai
2024 J jnl
Improving multiple sclerosis lesion segmentation across clinical sites: A federated learning approach with noise-resilient training.
Artif. Intell. Medicine
Lei Bai, Dongang Wang, Hengrui Wang, Michael Barnett, Mariano Cabezas, Weidong Cai, Fernando Calamante, Kain Kyle, Dongnan Liu, Linda Ly, Aria Nguyen, Chun-Chien Shieh, Ryan Sullivan, Geng Zhan, Wanli Ouyang, Chenyu Wang
2024 J jnl
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification.
CoRR
Weizhen He, Yiheng Deng, Yunfeng Yan, Feng Zhu, Yizhou Wang, Lei Bai, Qingsong Xie, Donglian Qi, Wanli Ouyang, Shixiang Tang
2024 A* conf
Instruct-ReID: A Multi-Purpose Person Re-Identification Task with Instructions.
CVPR
Weizhen He, Yiheng Deng, Shixiang Tang, Qihao Chen, Qingsong Xie, Yizhou Wang, Lei Bai, Feng Zhu, Rui Zhao, Wanli Ouyang, Donglian Qi, Yunfeng Yan
2024 J jnl
Is Artificial Intelligence Providing the Second Revolution for Weather Forecasting?
CoRR
Fenghua Ling, Lin Ouyang, Boufeniza Redouane Larbi, Jing-Jia Luo, Tao Han, Xiaohui Zhong, Lei Bai
2024 J jnl
Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction.
IEEE Trans. Veh. Technol.
Xu Wang, Pengkun Wang, Binwu Wang, Yudong Zhang, Zhengyang Zhou, Lei Bai, Yang Wang
2024 J jnl
MambaDS: Near-Surface Meteorological Field Downscaling With Topography Constrained Selective State-Space Modeling.
IEEE Trans. Geosci. Remote. Sens.
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Wanli Ouyang, Zhengxia Zou, Zhenwei Shi
2024 J jnl
MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling.
CoRR
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Wanli Ouyang, Zhengxia Zou, Zhenwei Shi
2024 A* conf
MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators.
AAAI
Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang
2024 A conf
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning.
AISTATS
Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
2024 J jnl
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning.
CoRR
Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
2024 J jnl
ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions.
CoRR
Zijie Guo, Pumeng Lyu, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai
2024 J jnl
Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method.
CoRR
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Keyan Chen, Zhengyi Wang, Wanli Ouyang, Zhengxia Zou, Zhenwei Shi
2024 A* conf
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection.
NeurIPS
Xiufeng Song, Xiao Guo, Jiache Zhang, Qirui Li, Lei Bai, Xiaoming Liu, Guangtao Zhai, Xiaohong Liu
2024 J jnl
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection.
CoRR
Xiufeng Song, Xiao Guo, Jiache Zhang, Qirui Li, Lei Bai, Xiaoming Liu, Guangtao Zhai, Xiaohong Liu
2024 J jnl
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting.
CoRR
Pengxin Guo, Pengrong Jin, Ziyue Li, Lei Bai, Yu Zhang
2024 C conf
PAPS-OVQA: Projection-Aware Patch Sampling for Omnidirectional Video Quality Assessment.
ISCAS
Chunyi Li, Zicheng Zhang, Haoning Wu, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Guangtao Zhai, Weisi Lin
2024 J jnl
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling.
CoRR
Junchao Gong, Siwei Tu, Weidong Yang, Ben Fei, Kun Chen, Wenlong Zhang, Xiaokang Yang, Wanli Ouyang, Lei Bai
2024 — conf
PredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines.
ECCV (58)
Zidong Wang, Zeyu Lu, Di Huang, Tong He, Xihui Liu, Wanli Ouyang, Lei Bai
2024 J jnl
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.
CoRR
Zidong Wang, Zeyu Lu, Di Huang, Tong He, Xihui Liu, Wanli Ouyang, Lei Bai
2024 A conf
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image.
ICME
Chunyi Li, Haoning Wu, Zicheng Zhang, Hongkun Hao, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai
2024 J jnl
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image.
CoRR
Chunyi Li, Haoning Wu, Zicheng Zhang, Hongkun Hao, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai
2024 J jnl
RS-Mamba for Large Remote Sensing Image Dense Prediction.
CoRR
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
2024 J jnl
RS-Mamba for Large Remote Sensing Image Dense Prediction.
IEEE Trans. Geosci. Remote. Sens.
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
2024 J jnl
Relation-Aware Distribution Representation Network for Person Clustering With Multiple Modalities.
IEEE Trans. Multim.
Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao
2024 J jnl
SIFM: A Foundation Model for Multi-granularity Arctic Sea Ice Forecasting.
CoRR
Jingyi Xu, Yeqi Luo, Weidong Yang, Keyi Liu, Shengnan Wang, Ben Fei, Lei Bai
2024 J jnl
Self-Supervised Feature Learning for Appliance Recognition in Nonintrusive Load Monitoring.
IEEE Trans. Ind. Informatics
Yinyan Liu, Lei Bai, Jin Ma, Wei Wang, Wanli Ouyang
2024 J jnl
Similarity- and Quality-Guided Relation Learning for Joint Detection and Tracking.
IEEE Trans. Multim.
Weitao Feng, Lei Bai, Yongqiang Yao, Weihao Gan, Wei Wu, Wanli Ouyang
2024 A* conf
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective.
AAAI
Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2024 J jnl
Towards Frame Rate Agnostic Multi-object Tracking.
Int. J. Comput. Vis.
Weitao Feng, Lei Bai, Yongqiang Yao, Fengwei Yu, Wanli Ouyang
2024 A* conf
Towards a Self-contained Data-driven Global Weather Forecasting Framework.
ICML
Yi Xiao, Lei Bai, Wei Xue, Hao Chen, Kun Chen, Kang Chen, Tao Han, Wanli Ouyang
2024 J jnl
VAE-Var: Variational-Autoencoder-Enhanced Variational Assimilation.
CoRR
Yi Xiao, Qilong Jia, Wei Xue, Lei Bai
2024 J jnl
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting.
CoRR
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
2024 J jnl
WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark.
CoRR
Tao Han, Song Guo, Zhenghao Chen, Wanghan Xu, Lei Bai
2024 J jnl
WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer.
CoRR
Junchao Gong, Tao Han, Kang Chen, Lei Bai
2024 J jnl
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning.
CoRR
Xiangyu Zhao, Zhiwang Zhou, Wenlong Zhang, Yihao Liu, Xiangyu Chen, Junchao Gong, Hao Chen, Ben Fei, Shiqi Chen, Wanli Ouyang, Xiao-Ming Wu, Lei Bai
2024 J jnl
WorldSimBench: Towards Video Generation Models as World Simulators.
CoRR
Yiran Qin, Zhelun Shi, Jiwen Yu, Xijun Wang, Enshen Zhou, Lijun Li, Zhenfei Yin, Xihui Liu, Lu Sheng, Jing Shao, Lei Bai, Wanli Ouyang, Ruimao Zhang
2023 — conf
A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery.
GeoSearch@SIGSPATIAL
Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao
2023 J jnl
A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery.
CoRR
Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao
2023 — conf
A Knowledge-Driven Memory System for Traffic Flow Prediction.
DASFAA (4)
Binwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang
2023 J jnl
Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation.
CoRR
Zhuqiang Lu, Kun Hu, Chaoyue Wang, Lei Bai, Zhiyong Wang
2023 — conf
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping.
CASE
Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung
2023 J jnl
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping.
CoRR
Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung
2023 J jnl
Cure-GNN: A Robust Curvature-Enhanced Graph Neural Network Against Adversarial Attacks.
IEEE Trans. Dependable Secur. Comput.
Yang Xiao, Zhuolin Xing, Alex X. Liu, Lei Bai, Qingqi Pei, Lina Yao
2023 A* conf
Cycle-consistent Masked AutoEncoder for Unsupervised Domain Generalization.
ICLR
Haiyang Yang, Xiaotong Li, Shixiang Tang, Feng Zhu, Yizhou Wang, Meilin Chen, Lei Bai, Rui Zhao, Wanli Ouyang
2023 — conf
Dynamic Causal Graph Convolutional Network for Traffic Prediction.
CASE
Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
2023 J jnl
Dynamic Causal Graph Convolutional Network for Traffic Prediction.
CoRR
Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
2023 J jnl
Enhancing Mapless Trajectory Prediction through Knowledge Distillation.
CoRR
Yuning Wang, Pu Zhang, Lei Bai, Jianru Xue
2023 A* conf
FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-Tail Trajectory Prediction.
CVPR
Yuning Wang, Pu Zhang, Lei Bai, Jianru Xue
2023 J jnl
FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction.
CoRR
Yuning Wang, Pu Zhang, Lei Bai, Jianru Xue
2023 J jnl
FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation.
CoRR
Yi Xiao, Lei Bai, Wei Xue, Kang Chen, Tao Han, Wanli Ouyang
2023 J jnl
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead.
CoRR
Kang Chen, Tao Han, Junchao Gong, Lei Bai, Fenghua Ling, Jing-Jia Luo, Xi Chen, Leiming Ma, Tianning Zhang, Rui Su, Yuanzheng Ci, Bin Li, Xiaokang Yang, Wanli Ouyang
2023 A* conf
GReTo: Remedying dynamic graph topology-task discordance via target homophily.
ICLR
Zhengyang Zhou, Qihe Huang, Gengyu Lin, Kuo Yang, Lei Bai, Yang Wang
2023 J jnl
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective.
CoRR
Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2023 J jnl
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation.
CoRR
Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, Lei Bai, Yu Qiao, Xihui Liu
2023 J jnl
Hulk: A Universal Knowledge Translator for Human-Centric Tasks.
CoRR
Yizhou Wang, Yixuan Wu, Shixiang Tang, Weizhen He, Xun Guo, Feng Zhu, Lei Bai, Rui Zhao, Jian Wu, Tong He, Wanli Ouyang
2023 A* conf
HumanBench: Towards General Human-Centric Perception with Projector Assisted Pretraining.
CVPR
Shixiang Tang, Cheng Chen, Qingsong Xie, Meilin Chen, Yizhou Wang, Yuanzheng Ci, Lei Bai, Feng Zhu, Haiyang Yang, Li Yi, Rui Zhao, Wanli Ouyang
2023 J jnl
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining.
CoRR
Shixiang Tang, Cheng Chen, Qingsong Xie, Meilin Chen, Yizhou Wang, Yuanzheng Ci, Lei Bai, Feng Zhu, Haiyang Yang, Li Yi, Rui Zhao, Wanli Ouyang
2023 J jnl
Improving Multiple Sclerosis Lesion Segmentation Across Clinical Sites: A Federated Learning Approach with Noise-Resilient Training.
CoRR
Lei Bai, Dongang Wang, Michael Barnett, Mariano Cabezas, Weidong Cai, Fernando Calamante, Kain Kyle, Dongnan Liu, Linda Ly, Aria Nguyen, Chun-Chien Shieh, Ryan Sullivan, Hengrui Wang, Geng Zhan, Wanli Ouyang, Chenyu Wang
2023 J jnl
Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs.
IEEE Trans. Intell. Transp. Syst.
Binwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang
2023 A* conf
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark.
NeurIPS
Zhenfei Yin, Jiong Wang, Jianjian Cao, Zhelun Shi, Dingning Liu, Mukai Li, Xiaoshui Huang, Zhiyong Wang, Lu Sheng, Lei Bai, Jing Shao, Wanli Ouyang
2023 J jnl
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark.
CoRR
Zhenfei Yin, Jiong Wang, Jianjian Cao, Zhelun Shi, Dingning Liu, Mukai Li, Lu Sheng, Lei Bai, Xiaoshui Huang, Zhiyong Wang, Jing Shao, Wanli Ouyang
2023 A* conf
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting.
NeurIPS
Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann
2023 J jnl
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting.
CoRR
Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann
2023 — conf
Long-Tailed Time Series Classification via Feature Space Rebalancing.
DASFAA (1)
Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang
2023 A* conf
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.
KDD
Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
2023 J jnl
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.
CoRR
Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
2023 J jnl
MotionGPT: Finetuned LLMs are General-Purpose Motion Generators.
CoRR
Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang
2023 A* conf
Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase.
AAAI
Lintao Wang, Kun Hu, Lei Bai, Yu Ding, Wanli Ouyang, Zhiyong Wang
2023 J jnl
Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase.
CoRR
Lintao Wang, Kun Hu, Lei Bai, Yu Ding, Wanli Ouyang, Zhiyong Wang
2023 J jnl
Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation.
IEEE Trans. Pattern Anal. Mach. Intell.
Lingbo Liu, Yuying Zhu, Guanbin Li, Ziyi Wu, Lei Bai, Liang Lin
2023 A* conf
Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction.
KDD
Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2023 J jnl
Relation-Aware Distribution Representation Network for Person Clustering with Multiple Modalities.
CoRR
Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao
2023 J jnl
ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks.
CoRR
Pumeng Lyu, Tao Tang, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai
2023 J jnl
Retrieve Anyone: A General-purpose Person Re-identification Task with Instructions.
CoRR
Weizhen He, Shixiang Tang, Yiheng Deng, Qihao Chen, Qingsong Xie, Yizhou Wang, Lei Bai, Feng Zhu, Rui Zhao, Wanli Ouyang, Donglian Qi, Yunfeng Yan
2023 A* conf
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning.
ICCV
Tao Han, Lei Bai, Lingbo Liu, Wanli Ouyang
2023 J jnl
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning.
CoRR
Tao Han, Lei Bai, Lingbo Liu, Wanli Ouyang
2023 J jnl
Saliency Guided Contrastive Learning on Scene Images.
CoRR
Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Haiyang Yang, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang
2023 J jnl
Seeing is not always believing: A Quantitative Study on Human Perception of AI-Generated Images.
CoRR
Zeyu Lu, Di Huang, Lei Bai, Xihui Liu, Jingjing Qu, Wanli Ouyang
2023 A* conf
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images.
NeurIPS
Zeyu Lu, Di Huang, Lei Bai, Jingjing Qu, Chengyue Wu, Xihui Liu, Wanli Ouyang
2023 J jnl
SiamSampler: Video-Guided Sampling for Siamese Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol.
Peixia Li, Boyu Chen, Lei Bai, Lei Qiao, Bo Li, Wanli Ouyang
2023 J jnl
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks.
CoRR
Peng Ye, Tong He, Shengji Tang, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang
2023 J jnl
Towards Trajectory Forecasting From Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Pu Zhang, Lei Bai, Yuning Wang, Jianwu Fang, Jianru Xue, Nanning Zheng, Wanli Ouyang
2023 J jnl
Towards an End-to-End Artificial Intelligence Driven Global Weather Forecasting System.
CoRR
Kun Chen, Lei Bai, Fenghua Ling, Peng Ye, Tao Chen, Kang Chen, Tao Han, Wanli Ouyang
2023 Misc conf
Trust Your Partner's Friends: Hierarchical Cross-Modal Contrastive Pre-Training for Video-Text Retrieval.
ICASSP
Yuhan Xiang, Kaijian Liu, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Xianming Lin
2023 J jnl
Understanding Masked Autoencoders From a Local Contrastive Perspective.
CoRR
Xiaoyu Yue, Lei Bai, Meng Wei, Jiangmiao Pang, Xihui Liu, Luping Zhou, Wanli Ouyang
2023 A* conf
UniHCP: A Unified Model for Human-Centric Perceptions.
CVPR
Yuanzheng Ci, Yizhou Wang, Meilin Chen, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Fengwei Yu, Donglian Qi, Wanli Ouyang
2023 J jnl
UniHCP: A Unified Model for Human-Centric Perceptions.
CoRR
Yuanzheng Ci, Yizhou Wang, Meilin Chen, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Fengwei Yu, Donglian Qi, Wanli Ouyang
2023 J jnl
VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network.
CoRR
Zhishuai Li, Ziyue Li, Xiaoru Hu, Guoqing Du, Yunhao Nie, Feng Zhu, Lei Bai, Rui Zhao
2023 J jnl
β-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search.
CoRR
Peng Ye, Tong He, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang
2022 J jnl
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications.
CoRR
Can Li, Lei Bai, Lina Yao, S. Travis Waller, Wei Liu
2022 J jnl
Action Recognition With Motion Diversification and Dynamic Selection.
IEEE Trans. Image Process.
Peiqin Zhuang, Yu Guo, Zhipeng Yu, Luping Zhou, Lei Bai, Ding Liang, Zhiyong Wang, Yali Wang, Wanli Ouyang
2022 J jnl
An Empirical Study of Pseudo-Labeling for Image-based 3D Object Detection.
CoRR
Xinzhu Ma, Yuan Meng, Yinmin Zhang, Lei Bai, Jun Hou, Shuai Yi, Wanli Ouyang
2022 — conf
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking.
ECCV (22)
Boyu Chen, Peixia Li, Lei Bai, Lei Qiao, Qiuhong Shen, Bo Li, Weihao Gan, Wei Wu, Wanli Ouyang
2022 J jnl
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking.
CoRR
Boyu Chen, Peixia Li, Lei Bai, Lei Qiao, Qiuhong Shen, Bo Li, Weihao Gan, Wei Wu, Wanli Ouyang
2022 A* conf
Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion.
ICDM
Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang
2022 A* conf
DR.VIC: Decomposition and Reasoning for Video Individual Counting.
CVPR
Tao Han, Lei Bai, Junyu Gao, Qi Wang, Wanli Ouyang
2022 J jnl
DR.VIC: Decomposition and Reasoning for Video Individual Counting.
CoRR
Tao Han, Lei Bai, Junyu Gao, Qi Wang, Wanli Ouyang
2022 — conf
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains.
ECCV (31)
Haiyang Yang, Shixiang Tang, Meilin Chen, Yizhou Wang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang
2022 J jnl
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains.
CoRR
Haiyang Yang, Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang
2022 J jnl
Face to purchase: Predicting consumer choices with structured facial and behavioral traits embedding.
Knowl. Based Syst.
Zhe Liu, Xianzhi Wang, Yun Li, Lina Yao, Jake An, Lei Bai, Ee-Peng Lim
2022 — conf
Fast-MoCo: Boost Momentum-Based Contrastive Learning with Combinatorial Patches.
ECCV (26)
Yuanzheng Ci, Chen Lin, Lei Bai, Wanli Ouyang
2022 J jnl
Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches.
CoRR
Yuanzheng Ci, Chen Lin, Lei Bai, Wanli Ouyang
2022 J jnl
Graph Neural Network for Robust Public Transit Demand Prediction.
IEEE Trans. Intell. Transp. Syst.
Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2022 A conf
Jointly Contrastive Representation Learning on Road Network and Trajectory.
CIKM
Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao
2022 J jnl
Jointly Contrastive Representation Learning on Road Network and Trajectory.
CoRR
Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao
2022 J jnl
MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning.
CoRR
Dongnan Liu, Mariano Cabezas, Dongang Wang, Zihao Tang, Lei Bai, Geng Zhan, Yuling Luo, Kain Kyle, Linda Ly, James Yu, Chun-Chien Shieh, Aria Nguyen, Ettikan Kandasamy Karuppiah, Ryan Sullivan, Fernando Calamante, Michael Barnett, Wanli Ouyang, Weidong Cai, Chenyu Wang
2022 — conf
Relative Contrastive Loss for Unsupervised Representation Learning.
ECCV (27)
Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang
2022 A* conf
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective.
CVPR
Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang
2022 A* conf
SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation.
AAAI
Dongzhan Zhou, Xinchi Zhou, Di Hu, Hang Zhou, Lei Bai, Ziwei Liu, Wanli Ouyang
2022 J jnl
Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection for Autonomous Driving.
IEEE Trans. Circuits Syst. Video Technol.
Zhenxun Yuan, Xiao Song, Lei Bai, Zhe Wang, Wanli Ouyang
2022 J jnl
Towards Frame Rate Agnostic Multi-Object Tracking.
CoRR
Weitao Feng, Lei Bai, Yongqiang Yao, Fengwei Yu, Wanli Ouyang
2022 J jnl
Trajectory Forecasting from Detection with Uncertainty-Aware Motion Encoding.
CoRR
Pu Zhang, Lei Bai, Jianru Xue, Jianwu Fang, Nanning Zheng, Wanli Ouyang
2022 — conf
Unifying Visual Contrastive Learning for Object Recognition from a Graph Perspective.
ECCV (26)
Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Chenyu Wang, Wanli Ouyang
2022 J jnl
Unsupervised Knowledge Adaptation for Passenger Demand Forecasting.
CoRR
Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2022 A* conf
Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning.
NeurIPS
Yizhou Wang, Meilin Chen, Shixiang Tang, Feng Zhu, Haiyang Yang, Lei Bai, Rui Zhao, Yunfeng Yan, Donglian Qi, Wanli Ouyang
2021 — —
Deep Spatial-Temporal Learning in the Correlated Time Series.
Lei Bai
2021 J jnl
Deep spatial-temporal sequence modeling for multi-step passenger demand prediction.
Future Gener. Comput. Syst.
Lei Bai, Lina Yao, Xianzhi Wang, Can Li, Xiang Zhang
2021 A* conf
GLiT: Neural Architecture Search for Global and Local Image Transformer.
ICCV
Boyu Chen, Peixia Li, Chuming Li, Baopu Li, Lei Bai, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang
2021 J jnl
GLiT: Neural Architecture Search for Global and Local Image Transformer.
CoRR
Boyu Chen, Peixia Li, Chuming Li, Baopu Li, Lei Bai, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang
2021 A* conf
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images.
ICCV
Size Wu, Sheng Jin, Wentao Liu, Lei Bai, Chen Qian, Dong Liu, Wanli Ouyang
2021 J jnl
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images.
CoRR
Size Wu, Sheng Jin, Wentao Liu, Lei Bai, Chen Qian, Dong Liu, Wanli Ouyang
2021 A* conf
Mutual CRF-GNN for Few-Shot Learning.
CVPR
Shixiang Tang, Dapeng Chen, Lei Bai, Kaijian Liu, Yixiao Ge, Wanli Ouyang
2021 J jnl
PSViT: Better Vision Transformer via Token Pooling and Attention Sharing.
CoRR
Boyu Chen, Peixia Li, Baopu Li, Chuming Li, Lei Bai, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang
2021 J jnl
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective.
CoRR
Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang
2020 A* conf
Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting.
NeurIPS
Lei Bai, Lina Yao, Can Li, Xianzhi Wang, Can Wang
2020 J jnl
Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting.
CoRR
Lei Bai, Lina Yao, Can Li, Xianzhi Wang, Can Wang
2020 J jnl
Adversarial Multi-view Networks for Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Lei Bai, Lina Yao, Xianzhi Wang, Salil S. Kanhere, Bin Guo, Zhiwen Yu
2020 J jnl
An enhanced probabilistic fairness-aware group recommendation by incorporating social activeness.
J. Netw. Comput. Appl.
Yang Xiao, Qingqi Pei, Lina Yao, Shui Yu, Lei Bai, Xianzhi Wang
2020 B conf
Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction.
IJCNN
Zhe Liu, Lina Yao, Xianzhi Wang, Lei Bai, Jake An
2020 J jnl
Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction.
CoRR
Zhe Liu, Lina Yao, Xianzhi Wang, Lei Bai, Jake An
2020 J jnl
Face to Purchase: Predicting Consumer Choices with Structured Facial and Behavioral Traits Embedding.
CoRR
Zhe Liu, Xianzhi Wang, Lina Yao, Jake An, Lei Bai, Ee-Peng Lim
2020 A conf
Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network.
CIKM
Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2020 J jnl
Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network.
CoRR
Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2020 — conf
Mobility Irregularity Detection with Smart Transit Card Data.
PAKDD (1)
Xuesong Wang, Lina Yao, Wei Liu, Can Li, Lei Bai, S. Travis Waller
2020 — conf
Prototype Similarity Learning for Activity Recognition.
PAKDD (1)
Lei Bai, Lina Yao, Xianzhi Wang, Salil S. Kanhere, Yang Xiao
2020 A* conf
Spectrum-Guided Adversarial Disparity Learning.
KDD
Zhe Liu, Lina Yao, Lei Bai, Xianzhi Wang, Can Wang
2020 J jnl
Spectrum-Guided Adversarial Disparity Learning.
CoRR
Zhe Liu, Lina Yao, Lei Bai, Xianzhi Wang, Can Wang
2020 J jnl
Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving.
CoRR
Zhenxun Yuan, Xiao Song, Lei Bai, Wengang Zhou, Zhe Wang, Wanli Ouyang
2019 — conf
Passenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks.
PAKDD (2)
Lei Bai, Lina Yao, Salil S. Kanhere, Zheng Yang, Jing Chu, Xianzhi Wang
2019 — conf
Passenger Demographic Attributes Prediction for Human-Centered Public Transport.
ICONIP (4)
Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2019 A* conf
STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting.
IJCAI
Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Quan Z. Sheng
2019 J jnl
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting.
CoRR
Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Quan Z. Sheng
2019 A conf
Spatio-Temporal Graph Convolutional and Recurrent Networks for Citywide Passenger Demand Prediction.
CIKM
Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Wei Liu, Zheng Yang
2018 B conf
Automatic Device Classification from Network Traffic Streams of Internet of Things.
LCN
Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Zheng Yang
2018 J jnl
Automatic Device Classification from Network Traffic Streams of Internet of Things.
CoRR
Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Zheng Yang