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Lei Bai

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

84

Venues

25

Active years

2018–2026

Best venue rank

A*

Where they publish

Papers

84 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer.Kaiyi Xu, Junchao Gong, Zhiwang Zhou, Zhangrui Li, Yuandong Pu, Yihao Liu, Ben Fei, Fenghua Ling, Wenlong Zhang, Lei Bai
2026AAAIThe Avengers: A Routing Recipe for Collective Intelligence in Language Models.Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Xu Jia, Lei Bai, Shuyue Hu
2026ACLFlowSearch: Advancing Deep Research with Dynamic Structured Knowledge Flow.Yusong Hu, Runmin Ma, Yue Fan, Jinxin Shi, Zongsheng Cao, Yuhao Zhou, Jiakang Yuan, Shuaiyu Zhang, Shiyang Feng, Xiangchao Yan, Shufei Zhang, Wenlong Zhang, Lei Bai, Bo Zhang
2026ACLLLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing.Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu
2026ACLMinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing.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, Zirui Tang, Boyu Niu, Yuanhong Zheng, Dongsheng Ma, Ziyang Miao, Hejun Dong, Siyi Qian, Junyuan Zhang, Fangdong Wang, Jingzhou Chen, Xiaomeng Zhao, Liqun Wei, Wei Li, Shasha Wang, Ruiliang Xu, Yuanyuan Cao, Lu Chen, Qianqian Wu, Huaiyu Gu, Lindong Lu, Dechen Lin, Shenguanlin, 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, Bowen Zhou, Dahua Lin, Wentao Zhang, Conghui He
2026ACLA Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement.Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye
2026ACLScaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning.Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhong-Zhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Philip Torr, Lei Bai
2026ACLR³: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning.YiFei Wang, Qizhi Pei, Jiangtao Feng, Yuntian Shi, Yi Duan, Lihao Wang, Lei Bai, Lijun Wu, Wei-Ying Ma, Hao Zhou
2026ACLA Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions.Zhiyin Yu, Yuchen Mou, Juncheng Yan, Junyu Luo, Chunchun Chen, Xing Wei, Yunhui Liu, Hongru Sun, Yuxing Zhang, Jun Xu, Yatao Bian, Ming Zhang, Wei Ye, Tieke He, Jie Yang, Guanjie Zheng, Zhonghai Wu, Bo Zhang, Lei Bai, Xiao Luo
2026ACLEasy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement Learning.Zhiyin Yu, Bo Zhang, Qibin Hou, Zhonghai Wu, Xiao Luo, Lei Bai
2026ACLMTRouter: Cost-Aware Multi-Turn LLM Routing with History-Model Joint Embeddings.Yiqun Zhang, Hao Li, Zihan Wang, Shi Feng, Xiaocui Yang, Daling Wang, Bo Zhang, Lei Bai, Shuyue Hu
2026ACLNature-Inspired Population-Based Evolution of Large Language Models.Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu
2026ACLMSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs.Xiangyu Zhao, Wanghan Xu, Bo Liu, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, Lei Bai, Wenlong Zhang, Xiao-Ming Wu
2026WWWModeling Point-to-Point Dependency for High-Dimensional Long-Term Series Forecasting.Xinyu Li, Kexi Chen, Ying Zheng, Zhiyi Yao, Yi Xie, Jihan Dai, Lei Bai, Jin Zhao, Jiajie Shen, Yunqi Cai, Hong Lu, Xin Wang
2025AAAIVQLTI: Long-Term Tropical Cyclone Intensity Forecasting with Physical Constraints.Xinyu Wang, Lei Liu, Kang Chen, Tao Han, Bin Li, Lei Bai
2025ACLSURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing.Xiangchao Yan, Shiyang Feng, Jiakang Yuan, Renqiu Xia, Bin Wang, Lei Bai, Bo Zhang
2025ACLDolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback.Jiakang Yuan, Xiangchao Yan, Bo Zhang, Tao Chen, Botian Shi, Wanli Ouyang, Yu Qiao, Lei Bai, Bowen Zhou
2025CVPRUniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines.Chen Tang, Xinzhu Ma, Encheng Su, Xiufeng Song, Xiaohong Liu, Wei-Hong Li, Lei Bai, Wanli Ouyang, Xiangyu Yue
2025CVPRSatellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution.Siwei Tu, Ben Fei, Weidong Yang, Fenghua Ling, Hao Chen, Zili Liu, Kun Chen, Hang Fan, Wanli Ouyang, Lei Bai
2025CVPRComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems.Xiangyuan Xue, Zeyu Lu, Di Huang, Zidong Wang, Wanli Ouyang, Lei Bai
2025CVPRIceDiff: High Resolution and High-Quality Arctic Sea Ice Forecasting with Generative Diffusion Prior.Jingyi Xu, Siwei Tu, Weidong Yang, Ben Fei, Shuhao Li, Keyi Liu, Yeqi Luo, Lipeng Ma, Lei Bai
2025EMNLPReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks.Heng Zhou, Hejia Geng, Xiangyuan Xue, Li Kang, Yiran Qin, Zhiyong Wang, Zhenfei Yin, Lei Bai
2025ICASSPDiffSR: Learning Radar Reflectivity Synthesis via Diffusion Model from Satellite Observations.Xuming He, Zhiwang Zhou, Wenlong Zhang, Xiangyu Zhao, Hao Chen, Shiqi Chen, Lei Bai
2025ICASSPGlobal Tropical Cyclone Intensity Forecasting with Multi-modal Multi-scale Causal Autoregressive Model.Xinyu Wang, Kang Chen, Lei Liu, Tao Han, Bin Li, Lei Bai
2025ICCVVA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting.Hao Chen, Tao Han, Song Guo, Jie Zhang, Yonghan Dong, Yue Yu, Lei Bai
2025ICCVInfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis.Tao Han, Wanghan Xu, Junchao Gong, Xiaoyu Yue, Song Guo, Luping Zhou, Lei Bai
2025ICCVChimera: Improving Generalist Model with Domain-Specific Experts.Tianshuo Peng, Mingsheng Li, Jiakang Yuan, Hongbin Zhou, Renqiu Xia, Renrui Zhang, Lei Bai, Song Mao, Bin Wang, Aojun Zhou, Botian Shi, Tao Chen, Bo Zhang, Xiangyu Yue
2025ICCVRoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints.Yiran Qin, Li Kang, Xiufeng Song, Zhenfei Yin, Xiaohong Liu, Xihui Liu, Ruimao Zhang, Lei Bai
2025ICCVVLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior.Xindi Yang, Baolu Li, Yiming Zhang, Zhenfei Yin, Lei Bai, Liqian Ma, Zhiyong Wang, Jianfei Cai, Tien-Tsin Wong, Huchuan Lu, Xu Jia
2025ICDEDIFFODE: Neural ODE with Differentiable Hidden State for Irregular Time Series Analysis.Yudong Zhang, Xu Wang, Xuan Yu, Zhengyang Zhou, Xing Xu, Lei Bai, Yang Wang
2025ICLRPostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling.Junchao Gong, Siwei Tu, Weidong Yang, Ben Fei, Kun Chen, Wenlong Zhang, Xiaokang Yang, Wanli Ouyang, Lei Bai
2025ICLRTimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting.Songtao Huang, Zhen Zhao, Can Li, Lei Bai
2025ICLRVAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology.Yi Xiao, Qilong Jia, Kun Chen, Lei Bai, Wei Xue
2025ICLRWeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning.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
2025ICMLWorldSimBench: Towards Video Generation Models as World Simulators.Yiran Qin, Zhelun Shi, Jiwen Yu, Xijun Wang, Enshen Zhou, Lijun Li, Zhenfei Yin, Xihui Liu, Lu Sheng, Jing Shao, Lei Bai, Ruimao Zhang
2025ICMLMulti-agent Architecture Search via Agentic Supernet.Guibin Zhang, Luyang Niu, Junfeng Fang, Kun Wang, Lei Bai, Xiang Wang
2024AAAIAutoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation.Zhuqiang Lu, Kun Hu, Chaoyue Wang, Lei Bai, Zhiyong Wang
2024AAAITowards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective.Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2024AAAIMotionGPT: Finetuned LLMs Are General-Purpose Motion Generators.Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang
2024AISTATSNon-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning.Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
2024CVPRInstruct-ReID: A Multi-Purpose Person Re-Identification Task with Instructions.Weizhen He, Yiheng Deng, Shixiang Tang, Qihao Chen, Qingsong Xie, Yizhou Wang, Lei Bai, Feng Zhu, Rui Zhao, Wanli Ouyang, Donglian Qi, Yunfeng Yan
2024ECCVPredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines.Zidong Wang, Zeyu Lu, Di Huang, Tong He, Xihui Liu, Wanli Ouyang, Lei Bai
2024ICMLCasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling.Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang
2024ICMLFiT: Flexible Vision Transformer for Diffusion Model.Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai
2024ICMLTowards a Self-contained Data-driven Global Weather Forecasting Framework.Yi Xiao, Lei Bai, Wei Xue, Hao Chen, Kun Chen, Kang Chen, Tao Han, Wanli Ouyang
2024ISCASPAPS-OVQA: Projection-Aware Patch Sampling for Omnidirectional Video Quality Assessment.Chunyi Li, Zicheng Zhang, Haoning Wu, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Guangtao Zhai, Weisi Lin
2024WACVHierarchical Diffusion Autoencoders and Disentangled Image Manipulation.Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, Lei Bai, Yu Qiao, Xihui Liu
2023AAAIMulti-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase.Lintao Wang, Kun Hu, Lei Bai, Yu Ding, Wanli Ouyang, Zhiyong Wang
2023CVPRUniHCP: A Unified Model for Human-Centric Perceptions.Yuanzheng Ci, Yizhou Wang, Meilin Chen, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Fengwei Yu, Donglian Qi, Wanli Ouyang
2023CVPRHumanBench: Towards General Human-Centric Perception with Projector Assisted Pretraining.Shixiang Tang, Cheng Chen, Qingsong Xie, Meilin Chen, Yizhou Wang, Yuanzheng Ci, Lei Bai, Feng Zhu, Haiyang Yang, Li Yi, Rui Zhao, Wanli Ouyang
2023CVPRFEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-Tail Trajectory Prediction.Yuning Wang, Pu Zhang, Lei Bai, Jianru Xue
2023DASFAALong-Tailed Time Series Classification via Feature Space Rebalancing.Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang
2023DASFAAA Knowledge-Driven Memory System for Traffic Flow Prediction.Binwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang
2023ICASSPTrust Your Partner's Friends: Hierarchical Cross-Modal Contrastive Pre-Training for Video-Text Retrieval.Yuhan Xiang, Kaijian Liu, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Xianming Lin
2023ICCVSTEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning.Tao Han, Lei Bai, Lingbo Liu, Wanli Ouyang
2023ICLRCycle-consistent Masked AutoEncoder for Unsupervised Domain Generalization.Haiyang Yang, Xiaotong Li, Shixiang Tang, Feng Zhu, Yizhou Wang, Meilin Chen, Lei Bai, Rui Zhao, Wanli Ouyang
2023ICLRGReTo: Remedying dynamic graph topology-task discordance via target homophily.Zhengyang Zhou, Qihe Huang, Gengyu Lin, Kuo Yang, Lei Bai, Yang Wang
2023KDDMM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
2023KDDPattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction.Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2022AAAISepFusion: Finding Optimal Fusion Structures for Visual Sound Separation.Dongzhan Zhou, Xinchi Zhou, Di Hu, Hang Zhou, Lei Bai, Ziwei Liu, Wanli Ouyang
2022CIKMJointly Contrastive Representation Learning on Road Network and Trajectory.Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao
2022CVPRDR.VIC: Decomposition and Reasoning for Video Individual Counting.Tao Han, Lei Bai, Junyu Gao, Qi Wang, Wanli Ouyang
2022CVPRRevisiting the Transferability of Supervised Pretraining: an MLP Perspective.Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang
2022ECCVBackbone is All Your Need: A Simplified Architecture for Visual Object Tracking.Boyu Chen, Peixia Li, Lei Bai, Lei Qiao, Qiuhong Shen, Bo Li, Weihao Gan, Wei Wu, Wanli Ouyang
2022ECCVFast-MoCo: Boost Momentum-Based Contrastive Learning with Combinatorial Patches.Yuanzheng Ci, Chen Lin, Lei Bai, Wanli Ouyang
2022ECCVUnifying Visual Contrastive Learning for Object Recognition from a Graph Perspective.Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Chenyu Wang, Wanli Ouyang
2022ECCVRelative Contrastive Loss for Unsupervised Representation Learning.Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang
2022ECCVDomain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains.Haiyang Yang, Shixiang Tang, Meilin Chen, Yizhou Wang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang
2022HCISocial Product Design: - An Approach to Improving Behavior Relationship for Chinese Older Adults in Community Space.Lei Bai
2022ICDMCountering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion.Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang
2021CVPRMutual CRF-GNN for Few-Shot Learning.Shixiang Tang, Dapeng Chen, Lei Bai, Kaijian Liu, Yixiao Ge, Wanli Ouyang
2021ICCVGLiT: Neural Architecture Search for Global and Local Image Transformer.Boyu Chen, Peixia Li, Chuming Li, Baopu Li, Lei Bai, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang
2021ICCVGraph-Based 3D Multi-Person Pose Estimation Using Multi-View Images.Size Wu, Sheng Jin, Wentao Liu, Lei Bai, Chen Qian, Dong Liu, Wanli Ouyang
2020CIKMKnowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network.Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2020IJCNNAre You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction.Zhe Liu, Lina Yao, Xianzhi Wang, Lei Bai, Jake An
2020KDDSpectrum-Guided Adversarial Disparity Learning.Zhe Liu, Lina Yao, Lei Bai, Xianzhi Wang, Can Wang
2020PAKDDPrototype Similarity Learning for Activity Recognition.Lei Bai, Lina Yao, Xianzhi Wang, Salil S. Kanhere, Yang Xiao
2020PAKDDMobility Irregularity Detection with Smart Transit Card Data.Xuesong Wang, Lina Yao, Wei Liu, Can Li, Lei Bai, S. Travis Waller
2020TridentComAlgorithm Based on LL_CBF for Large Flows Identification.Lei Bai, Jianshe Zhou, Yaning Zhang
2019CIKMSpatio-Temporal Graph Convolutional and Recurrent Networks for Citywide Passenger Demand Prediction.Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Wei Liu, Zheng Yang
2019ICONIPPassenger Demographic Attributes Prediction for Human-Centered Public Transport.Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller
2019IJCAISTG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting.Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Quan Z. Sheng
2019PAKDDPassenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks.Lei Bai, Lina Yao, Salil S. Kanhere, Zheng Yang, Jing Chu, Xianzhi Wang
2018LCNAutomatic Device Classification from Network Traffic Streams of Internet of Things.Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Zheng Yang