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ORCIDLei Bai 0001
Person information
- affiliation: Shanghai AI Laboratory, China
- affiliation (PhD 2021): University of New South Wales, Sydney, NSW, Australia
Other persons with the same name
- Lei Bai
- Lei Bai 0002 — University of Shanghai for Science and Technology, Shanghai, China
- Lei Bai 0003 — Yunnan Normal University Kunming, China
- Lei Bai 0004
![[0000-0002-2354-7880]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-2354-7880")
— Wuhan University of Technology, Wuhan, China (and 1 more) - Lei Bai 0005 — Institute of China Shipbuilding Industry Corporation, Yangzhou, China
- Lei Bai 0006 — Shanxi University, Taiyuan, Shanxi, China
- Lei Bai 0007 — Beijing Jiaotong University, Beijing, China
- Lei Bai 0008 — University of South Florida, Department of Computer Science and Engineering, Tampa, FL, USA
- Lei Bai 0009 — Northwest Normal University, Academy of Sciences, Lanzhou, China
- Lei Bai 0010 — North China Institute of Science and Technology, Hebei IoT Monitoring Engineering Technology Research Center, Langfang, China
- Lei Bai 0011 — University of Sydney, School of Electrical and Information Engineering, NSW, Australia
- Lei Bai 0012 — Xidian University, School of Microelectronic, Xi'an, China
- Lei Bai 0013 — Nanjing University of the Arts, China
- Lei Bai 0014 — Hebei Medical University, Fourth Hospital, Department of Endocrinology, Shijiazhuang, China
- Lei Bai 0015 — North China University of Water Resources and Electric Power, Zhengzhou, China
- Lei Bai 0016 — Beijing Jiuzhou Yi Gui Environmental Technology Co., Ltd., China
- Lei Bai 0017 — Dongshin University, Department of Energy Engineering, Naju, South Korea
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2020 – today
- 2024
[j26]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:
Improving multiple sclerosis lesion segmentation across clinical sites: A federated learning approach with noise-resilient training. Artif. Intell. Medicine 152: 102872 (2024)- [j25]Weitao Feng, Lei Bai, Yongqiang Yao, Fengwei Yu, Wanli Ouyang:
Towards Frame Rate Agnostic Multi-object Tracking. Int. J. Comput. Vis. 132(5): 1443-1462 (2024) - [j24]Sha Zhang, Jiajun Deng, Lei Bai, Houqiang Li, Wanli Ouyang, Yanyong Zhang:
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation. Int. J. Comput. Vis. 132(7): 2585-2599 (2024) - [j23]Taoyong Cui, Chenyu Tang, Mao Su, Shufei Zhang, Yuqiang Li, Lei Bai, Yuhan Dong, Xingao Gong, Wanli Ouyang:
Geometry-enhanced pretraining on interatomic potentials. Nat. Mac. Intell. 6(4): 428-436 (2024) - [j22]Junsheng Ding, Xiaolong Mi, Wu Chen, Junping Chen, Jungang Wang, Yize Zhang, Joseph L. Awange, Benedikt Soja, Lei Bai, Yuanfan Deng, Wenjie Tang:
Forecasting of Tropospheric Delay Using AI Foundation Models in Support of Microwave Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j21]Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Keyan Chen, Zhengyi Wang, Wanli Ouyang, Zhengxia Zou, Zhenwei Shi:
Deriving Accurate Surface Meteorological States at Arbitrary Locations via Observation-Guided Continuous Neural Field Modeling. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j20]Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Wanli Ouyang, Zhengxia Zou, Zhenwei Shi:
MambaDS: Near-Surface Meteorological Field Downscaling With Topography Constrained Selective State-Space Modeling. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j19]Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang:
RS-Mamba for Large Remote Sensing Image Dense Prediction. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j18]Yinyan Liu, Lei Bai, Jin Ma, Wei Wang, Wanli Ouyang:
Self-Supervised Feature Learning for Appliance Recognition in Nonintrusive Load Monitoring. IEEE Trans. Ind. Informatics 20(2): 1698-1710 (2024) - [j17]Haoyuan Jiang, Ziyue Li, Zhishuai Li, Lei Bai, Hangyu Mao, Wolfgang Ketter, Rui Zhao:
A General Scenario-Agnostic Reinforcement Learning for Traffic Signal Control. IEEE Trans. Intell. Transp. Syst. 25(9): 11330-11344 (2024) - [j16]Yudong Zhang, Pengkun Wang, Binwu Wang, Xu Wang, Zhe Zhao, Zhengyang Zhou, Lei Bai, Yang Wang:
Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 25(10): 14070-14086 (2024) - [j15]Weitao Feng, Lei Bai, Yongqiang Yao, Weihao Gan, Wei Wu, Wanli Ouyang:
Similarity- and Quality-Guided Relation Learning for Joint Detection and Tracking. IEEE Trans. Multim. 26: 1267-1280 (2024) - [j14]Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao:
Relation-Aware Distribution Representation Network for Person Clustering With Multiple Modalities. IEEE Trans. Multim. 26: 8371-8382 (2024) - [j13]Xu Wang, Pengkun Wang, Binwu Wang, Yudong Zhang, Zhengyang Zhou, Lei Bai, Yang Wang:
Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction. IEEE Trans. Veh. Technol. 73(1): 282-294 (2024) - [c57]Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang:
MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators. AAAI 2024: 7368-7376 - [c56]Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang:
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective. AAAI 2024: 9089-9097 - [c55]Zhuqiang Lu, Kun Hu, Chaoyue Wang, Lei Bai, Zhiyong Wang:
Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation. AAAI 2024: 14211-14219 - [c54]Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao:
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. AISTATS 2024: 46-54 - [c53]Weizhen He, Yiheng Deng, Shixiang Tang, Qihao Chen, Qingsong Xie, Yizhou Wang, Lei Bai, Feng Zhu, Rui Zhao, Wanli Ouyang, Donglian Qi, Yunfeng Yan:
Instruct-ReID: A Multi-Purpose Person Re-Identification Task with Instructions. CVPR 2024: 17521-17531 - [c52]Zidong Wang, Zeyu Lu, Di Huang, Tong He, Xihui Liu, Wanli Ouyang, Lei Bai:
PredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines. ECCV (58) 2024: 286-304 - [c51]Chunyi Li, Haoning Wu, Zicheng Zhang, Hongkun Hao, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai:
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image. ICME 2024: 1-6 - [c50]Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang:
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling. ICML 2024 - [c49]Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai:
FiT: Flexible Vision Transformer for Diffusion Model. ICML 2024 - [c48]Yi Xiao, Lei Bai, Wei Xue, Hao Chen, Kun Chen, Kang Chen, Tao Han, Wanli Ouyang:
Towards a Self-contained Data-driven Global Weather Forecasting Framework. ICML 2024 - [c47]Chunyi Li, Zicheng Zhang, Haoning Wu, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Guangtao Zhai, Weisi Lin:
PAPS-OVQA: Projection-Aware Patch Sampling for Omnidirectional Video Quality Assessment. ISCAS 2024: 1-5 - [c46]Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai:
G-Refine: A General Quality Refiner for Text-to-Image Generation. ACM Multimedia 2024: 7375-7384 - [c45]Haoyuan Jiang, Ziyue Li, Zhishuai Li, Lei Bai, Hangyu Mao, Wolfgang Ketter, Rui Zhao:
GESA: A GEneral Scenario-Agnostic Reinforcement Learning for Traffic Signal Control. STRL@IJCAI 2024 - [c44]Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, Lei Bai, Yu Qiao, Xihui Liu:
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation. WACV 2024: 5362-5371 - [i93]Chunyi Li, Haoning Wu, Zicheng Zhang, Hongkun Hao, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai:
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image. CoRR abs/2401.01117 (2024) - [i92]Pengxin Guo, Pengrong Jin, Ziyue Li, Lei Bai, Yu Zhang:
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting. CoRR abs/2401.04148 (2024) - [i91]Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Keyan Chen, Zhengyi Wang, Wanli Ouyang, Zhengxia Zou, Zhenwei Shi:
Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method. CoRR abs/2401.11960 (2024) - [i90]Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao:
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. CoRR abs/2401.12681 (2024) - [i89]Fenghua Ling, Lin Ouyang, Boufeniza Redouane Larbi, Jing-Jia Luo, Tao Han, Xiaohui Zhong, Lei Bai:
Is Artificial Intelligence Providing the Second Revolution for Weather Forecasting? CoRR abs/2401.16669 (2024) - [i88]Tao Han, Song Guo, Fenghua Ling, Kang Chen, Junchao Gong, Jing-Jia Luo, Junxia Gu, Kan Dai, Wanli Ouyang, Lei Bai:
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting. CoRR abs/2402.00059 (2024) - [i87]Wanghan Xu, Kang Chen, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai:
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast. CoRR abs/2402.01295 (2024) - [i86]Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang:
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling. CoRR abs/2402.04290 (2024) - [i85]Fenghua Ling, Zeyu Lu, Jing-Jia Luo, Lei Bai, Swadhin K. Behera, Dachao Jin, Baoxiang Pan, Huidong Jiang, Toshio Yamagata:
Diffusion Model-based Probabilistic Downscaling for 180-year East Asian Climate Reconstruction. CoRR abs/2402.06646 (2024) - [i84]Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai:
FiT: Flexible Vision Transformer for Diffusion Model. CoRR abs/2402.12376 (2024) - [i83]Xinyu Wang, Kang Chen, Lei Liu, Tao Han, Bin Li, Lei Bai:
Global Tropical Cyclone Intensity Forecasting with Multi-modal Multi-scale Causal Autoregressive Model. CoRR abs/2402.13270 (2024) - [i82]Sha Zhang, Jiajun Deng, Lei Bai, Houqiang Li, Wanli Ouyang, Yanyong Zhang:
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation. CoRR abs/2403.11817 (2024) - [i81]Chengxuan Li, Di Huang, Zeyu Lu, Yang Xiao, Qingqi Pei, Lei Bai:
A Survey on Long Video Generation: Challenges, Methods, and Prospects. CoRR abs/2403.16407 (2024) - [i80]Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang:
RS-Mamba for Large Remote Sensing Image Dense Prediction. CoRR abs/2404.02668 (2024) - [i79]Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai:
G-Refine: A General Quality Refiner for Text-to-Image Generation. CoRR abs/2404.18343 (2024) - [i78]Tao Han, Zhenghao Chen, Song Guo, Wanghan Xu, Lei Bai:
CRA5: Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer. CoRR abs/2405.03376 (2024) - [i77]Yi Xiao, Qilong Jia, Wei Xue, Lei Bai:
VAE-Var: Variational-Autoencoder-Enhanced Variational Assimilation. CoRR abs/2405.13711 (2024) - [i76]Wanghan Xu, Fenghua Ling, Wenlong Zhang, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai:
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling. CoRR abs/2405.13796 (2024) - [i75]Zijie Guo, Pumeng Lyu, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai:
ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions. CoRR abs/2405.15412 (2024) - [i74]Weizhen He, Yiheng Deng, Yunfeng Yan, Feng Zhu, Yizhou Wang, Lei Bai, Qingsong Xie, Donglian Qi, Wanli Ouyang, Shixiang Tang:
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification. CoRR abs/2405.17790 (2024) - [i73]Kun Chen, Tao Chen, Peng Ye, Hao Chen, Kang Chen, Tao Han, Wanli Ouyang, Lei Bai:
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation. CoRR abs/2406.01645 (2024) - [i72]Tao Han, Song Guo, Zhenghao Chen, Wanghan Xu, Lei Bai:
WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark. CoRR abs/2406.14399 (2024) - [i71]Zidong Wang, Zeyu Lu, Di Huang, Tong He, Xihui Liu, Wanli Ouyang, Lei Bai:
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines. CoRR abs/2407.08418 (2024) - [i70]Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang:
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting. CoRR abs/2407.12592 (2024) - [i69]Tianning Zhang, Feng Liu, Yuming Yuan, Rui Su, Wanli Ouyang, Lei Bai:
Fast Information Streaming Handler (FisH): A Unified Seismic Neural Network for Single Station Real-Time Earthquake Early Warning. CoRR abs/2408.06629 (2024) - [i68]Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Wanli Ouyang, Zhengxia Zou, Zhenwei Shi:
MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling. CoRR abs/2408.10854 (2024) - [i67]Wuxin Wang, Weicheng Ni, Tao Han, Lei Bai, Boheng Duan, Kaijun Ren:
DABench: A Benchmark Dataset for Data-Driven Weather Data Assimilation. CoRR abs/2408.11438 (2024) - [i66]Xiangyuan Xue, Zeyu Lu, Di Huang, Wanli Ouyang, Lei Bai:
GenAgent: Build Collaborative AI Systems with Automated Workflow Generation - Case Studies on ComfyUI. CoRR abs/2409.01392 (2024) - [i65]Junchao Gong, Tao Han, Kang Chen, Lei Bai:
WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer. CoRR abs/2409.16321 (2024) - [i64]Junchao Gong, Siwei Tu, Weidong Yang, Ben Fei, Kun Chen, Wenlong Zhang, Xiaokang Yang, Wanli Ouyang, Lei Bai:
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling. CoRR abs/2410.05805 (2024) - [i63]Xiaoyu Yue, Zidong Wang, Zeyu Lu, Shuyang Sun, Meng Wei, Wanli Ouyang, Lei Bai, Luping Zhou:
Diffusion Models Need Visual Priors for Image Generation. CoRR abs/2410.08531 (2024) - [i62]Jingyi Xu, Siwei Tu, Weidong Yang, Shuhao Li, Keyi Liu, Yeqi Luo, Lipeng Ma, Ben Fei, Lei Bai:
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with Generative Diffusion Prior. CoRR abs/2410.09111 (2024) - [i61]Zidong Wang, Zeyu Lu, Di Huang, Cai Zhou, Wanli Ouyang, Lei Bai:
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model. CoRR abs/2410.13925 (2024) - [i60]Jingyi Xu, Yeqi Luo, Weidong Yang, Keyi Liu, Shengnan Wang, Ben Fei, Lei Bai:
SIFM: A Foundation Model for Multi-granularity Arctic Sea Ice Forecasting. CoRR abs/2410.14732 (2024) - [i59]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:
WorldSimBench: Towards Video Generation Models as World Simulators. CoRR abs/2410.18072 (2024) - [i58]Xiufeng Song, Xiao Guo, Jiache Zhang, Qirui Li, Lei Bai, Xiaoming Liu, Guangtao Zhai, Xiaohong Liu:
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection. CoRR abs/2410.23623 (2024) - [i57]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:
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning. CoRR abs/2411.05420 (2024) - [i56]Fenghua Ling, Kang Chen, Jiye Wu, Tao Han, Jing-Jia Luo, Wanli Ouyang, Lei Bai:
FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere. CoRR abs/2411.10191 (2024) - [i55]Penghui Wen, Lei Bai, Mengwei He, Patrick Filippi, Feng Zhang, Thomas F. A. Bishop, Zhiyong Wang, Kun Hu:
DuoCast: Duo-Probabilistic Meteorology-Aware Model for Extended Precipitation Nowcasting. CoRR abs/2412.01091 (2024) - [i54]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:
Chimera: Improving Generalist Model with Domain-Specific Experts. CoRR abs/2412.05983 (2024) - 2023
- [j12]Lingbo Liu, Yuying Zhu, Guanbin Li, Ziyi Wu, Lei Bai, Liang Lin:
Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3574-3589 (2023) - [j11]Pu Zhang, Lei Bai, Yuning Wang, Jianwu Fang, Jianru Xue, Nanning Zheng, Wanli Ouyang:
Towards Trajectory Forecasting From Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12550-12561 (2023) - [j10]Peixia Li, Boyu Chen, Lei Bai, Lei Qiao, Bo Li, Wanli Ouyang:
SiamSampler: Video-Guided Sampling for Siamese Visual Tracking. IEEE Trans. Circuits Syst. Video Technol. 33(4): 1752-1761 (2023) - [j9]Yang Xiao, Zhuolin Xing, Alex X. Liu, Lei Bai, Qingqi Pei, Lina Yao:
Cure-GNN: A Robust Curvature-Enhanced Graph Neural Network Against Adversarial Attacks. IEEE Trans. Dependable Secur. Comput. 20(5): 4214-4229 (2023) - [j8]Binwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang:
Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs. IEEE Trans. Intell. Transp. Syst. 24(7): 7190-7201 (2023) - [c43]Lintao Wang, Kun Hu, Lei Bai, Yu Ding, Wanli Ouyang, Zhiyong Wang:
Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase. AAAI 2023: 6092-6100 - [c42]Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang:
Dynamic Causal Graph Convolutional Network for Traffic Prediction. CASE 2023: 1-8 - [c41]Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung:
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CASE 2023: 1-7 - [c40]Yuning Wang, Pu Zhang, Lei Bai, Jianru Xue:
FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-Tail Trajectory Prediction. CVPR 2023: 1400-1409 - [c39]Yuanzheng Ci, Yizhou Wang, Meilin Chen, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Fengwei Yu, Donglian Qi, Wanli Ouyang:
UniHCP: A Unified Model for Human-Centric Perceptions. CVPR 2023: 17840-17852 - [c38]Shixiang Tang, Cheng Chen, Qingsong Xie, Meilin Chen, Yizhou Wang, Yuanzheng Ci, Lei Bai, Feng Zhu, Haiyang Yang, Li Yi, Rui Zhao, Wanli Ouyang:
HumanBench: Towards General Human-Centric Perception with Projector Assisted Pretraining. CVPR 2023: 21970-21982 - [c37]Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang:
Long-Tailed Time Series Classification via Feature Space Rebalancing. DASFAA (1) 2023: 151-166 - [c36]Binwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang:
A Knowledge-Driven Memory System for Traffic Flow Prediction. DASFAA (4) 2023: 192-207 - [c35]Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao:
A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery. GeoSearch@SIGSPATIAL 2023: 2:1-2:8 - [c34]Yuhan Xiang, Kaijian Liu, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Xianming Lin:
Trust Your Partner's Friends: Hierarchical Cross-Modal Contrastive Pre-Training for Video-Text Retrieval. ICASSP 2023: 1-5 - [c33]Tao Han, Lei Bai, Lingbo Liu, Wanli Ouyang:
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning. ICCV 2023: 21791-21802 - [c32]Haiyang Yang, Xiaotong Li, Shixiang Tang, Feng Zhu, Yizhou Wang, Meilin Chen, Lei Bai, Rui Zhao, Wanli Ouyang:
Cycle-consistent Masked AutoEncoder for Unsupervised Domain Generalization. ICLR 2023 - [c31]Zhengyang Zhou, Qihe Huang, Gengyu Lin, Yang Kuo, Lei Bai, Yang Wang:
GReTo: Remedying dynamic graph topology-task discordance via target homophily. ICLR 2023 - [c30]Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang:
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. KDD 2023: 1188-1199 - [c29]Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang:
Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction. KDD 2023: 2223-2232 - [c28]Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann:
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. NeurIPS 2023 - [c27]Zeyu Lu, Di Huang, Lei Bai, Jingjing Qu, Chengyue Wu, Xihui Liu, Wanli Ouyang:
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images. NeurIPS 2023 - [c26]Zhenfei Yin, Jiong Wang, Jianjian Cao, Zhelun Shi, Dingning Liu, Mukai Li, Xiaoshui Huang, Zhiyong Wang, Lu Sheng, Lei Bai, Jing Shao, Wanli Ouyang:
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark. NeurIPS 2023 - [i53]Peng Ye, Tong He, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang:
β-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search. CoRR abs/2301.06393 (2023) - [i52]Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang:
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective. CoRR abs/2301.11742 (2023) - [i51]Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Haiyang Yang, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang:
Saliency Guided Contrastive Learning on Scene Images. CoRR abs/2302.11461 (2023) - [i50]Lintao Wang, Kun Hu, Lei Bai, Yu Ding, Wanli Ouyang, Zhiyong Wang:
Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase. CoRR abs/2303.01685 (2023) - [i49]Yuanzheng Ci, Yizhou Wang, Meilin Chen, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Fengwei Yu, Donglian Qi, Wanli Ouyang:
UniHCP: A Unified Model for Human-Centric Perceptions. CoRR abs/2303.02936 (2023) - [i48]Shixiang Tang, Cheng Chen, Qingsong Xie, Meilin Chen, Yizhou Wang, Yuanzheng Ci, Lei Bai, Feng Zhu, Haiyang Yang, Li Yi, Rui Zhao, Wanli Ouyang:
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining. CoRR abs/2303.05675 (2023) - [i47]Yuning Wang, Pu Zhang, Lei Bai, Jianru Xue:
FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction. CoRR abs/2303.16574 (2023) - [i46]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:
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead. CoRR abs/2304.02948 (2023) - [i45]Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, Lei Bai, Yu Qiao, Xihui Liu:
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation. CoRR abs/2304.11829 (2023) - [i44]Zeyu Lu, Di Huang, Lei Bai, Xihui Liu, Jingjing Qu, Wanli Ouyang:
Seeing is not always believing: A Quantitative Study on Human Perception of AI-Generated Images. CoRR abs/2304.13023 (2023) - [i43]Peng Ye, Tong He, Shengji Tang, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang:
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks. CoRR abs/2305.02507 (2023) - [i42]Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang:
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. CoRR abs/2306.02831 (2023) - [i41]Zhenfei Yin, Jiong Wang, Jianjian Cao, Zhelun Shi, Dingning Liu, Mukai Li, Lu Sheng, Lei Bai, Xiaoshui Huang, Zhiyong Wang, Jing Shao, Wanli Ouyang:
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark. CoRR abs/2306.06687 (2023) - [i40]Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung:
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CoRR abs/2306.06994 (2023) - [i39]Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang:
Dynamic Causal Graph Convolutional Network for Traffic Prediction. CoRR abs/2306.07019 (2023) - [i38]Weizhen He, Shixiang Tang, Yiheng Deng, Qihao Chen, Qingsong Xie, Yizhou Wang, Lei Bai, Feng Zhu, Rui Zhao, Wanli Ouyang, Donglian Qi, Yunfeng Yan:
Retrieve Anyone: A General-purpose Person Re-identification Task with Instructions. CoRR abs/2306.07520 (2023) - [i37]