Li, Siyuan

91 publications

ICLR 2026 CDBridge: A Cross-Omics Post-Training Bridge Strategy for Context-Aware Biological Modeling Chang Yu, Siyuan Li, Zicheng Liu, Jingbo Zhou, Xianglong Guo, Kai Yu, Yuqing Zhou, Ken Li, Zelin Zang, Zhen Lei, Stan Z. Li

ICLR 2026 Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation Changxi Chi, Jun Xia, Yufei Huang, Zhuoli Ouyang, Cheng Tan, Yunfan Liu, Jingbo Zhou, Chang Yu, Liangyu Yuan, Siyuan Li, Zelin Zang, Stan Z. Li

ICLR 2026 GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent System Yiqin Yang, Xu Yang, Yuhua Jiang, Ni Mu, Hao Hu, Runpeng Xie, Ziyou Zhang, Siyuan Li, Yuan-Hua Ni, Qianchuan Zhao, Bo Xu

ICLR 2026 MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding Xin Jin, Siyuan Li, Siyong Jian, Kai Yu, Huan Wang

ICLR 2026 SAM 3: Segment Anything with Concepts Nicolas Carion, Laura Gustafson, Yuan-Ting Hu, Shoubhik Debnath, Ronghang Hu, Didac Suris Coll-Vinent, Chaitanya Ryali, Kalyan Vasudev Alwala, Haitham Khedr, Andrew Huang, Jie Lei, Tengyu Ma, Baishan Guo, Arpit Kalla, Markus Marks, Joseph Greer, Meng Wang, Peize Sun, Roman Rädle, Triantafyllos Afouras, Effrosyni Mavroudi, Katherine Xu, Tsung-Han Wu, Yu Zhou, Liliane Momeni, Rishi Hazra, Shuangrui Ding, Sagar Vaze, Francois Porcher, Feng Li, Siyuan Li, Aishwarya Kamath, Ho Kei Cheng, Piotr Dollar, Nikhila Ravi, Kate Saenko, Pengchuan Zhang, Christoph Feichtenhofer

ICLR 2026 SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral Yufei Huang, Liangyu Yuan, Changxi Chi, Yunfan Liu, Cheng Tan, Siyuan Li, Jingbo Zhou, Haitao Lin, Chang Yu, Stan Z. Li

ICCV 2025 3D-MOOD: Lifting 2D to 3D for Monocular Open-Set Object Detection Yung-Hsu Yang, Luigi Piccinelli, Mattia Segu, Siyuan Li, Rui Huang, Yuqian Fu, Marc Pollefeys, Hermann Blum, Zuria Bauer

NeurIPS 2025 AlphaFold Database Debiasing for Robust Inverse Folding Cheng Tan, Zhenxiao Cao, Zhangyang Gao, Siyuan Li, Yufei Huang, Stan Z. Li

CVPR 2025 DaCapo: Score Distillation as Stacked Bridge for Fast and High-Quality 3D Editing Yufei Huang, Bangyan Liao, Yuqi Hu, Haitao Lin, Lirong Wu, Siyuan Li, Cheng Tan, Zicheng Liu, Yunfan Liu, Zelin Zang, Chang Yu, Zhen Lei

AAAI 2025 Dual-Branch Graph Feature Learning for NLOS Imaging Xiongfei Su, Tianyi Zhu, Lina Liu, Zheng Chen, Yulun Zhang, Siyuan Li, Juntian Ye, Feihu Xu, Xin Yuan

ICLR 2025 EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow Yufei Huang, Yunshu Liu, Lirong Wu, Haitao Lin, Cheng Tan, Odin Zhang, Zhangyang Gao, Siyuan Li, Zicheng Liu, Yunfan Liu, Tailin Wu, Stan Z. Li

CVPR 2025 From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing Jingxuan Wei, Cheng Tan, Qi Chen, Gaowei Wu, Siyuan Li, Zhangyang Gao, Linzhuang Sun, Bihui Yu, Ruifeng Guo

CVPR 2025 Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation Ting Liu, Siyuan Li

TMLR 2025 MDTree: A Masked Dynamic Autoregressive Model for Phylogenetic Inference Zelin Zang, ChenRui Duan, Siyuan Li, Jinlin Wu, BingoWing-Kuen Ling, Fuji Yang, Jiebo Luo, Zhen Lei, Stan Z. Li

ICLR 2025 MeToken: Uniform Micro-Environment Token Boosts Post-Translational Modification Prediction Cheng Tan, Zhenxiao Cao, Zhangyang Gao, Lirong Wu, Siyuan Li, Yufei Huang, Jun Xia, Bozhen Hu, Stan Z. Li

CVPR 2025 MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization Siyuan Li, Luyuan Zhang, Zedong Wang, Juanxi Tian, Cheng Tan, Zicheng Liu, Chang Yu, Qingsong Xie, Haonan Lu, Haoqian Wang, Zhen Lei

ICCV 2025 Multi-View 3D Point Tracking Frano Rajič, Haofei Xu, Marko Mihajlovic, Siyuan Li, Irem Demir, Emircan Gündoğdu, Lei Ke, Sergey Prokudin, Marc Pollefeys, Siyu Tang

CVPRW 2025 NTIRE 2025 Challenge on Text to Image Generation Model Quality Assessment Shuhao Han, Haotian Fan, Fangyuan Kong, Wenjie Liao, Chunle Guo, Chongyi Li, Radu Timofte, Liang Li, Tao Li, Junhui Cui, Yunqiu Wang, Yang Tai, Jingwei Sun, Jianhui Sun, Xinli Yue, Tianyi Wang, Huan Hou, Junda Lu, Xinyang Huang, Zitang Zhou, Zijian Zhang, Xuhui Zheng, Xuecheng Wu, Chong Peng, Xuezhi Cao, Trong-Hieu Nguyen-Mau, Minh-Hoang Le, Minh-Khoa Le-Phan, Duy-Nam Ly, Hai-Dang Nguyen, Minh-Triet Tran, Yukang Lin, Yan Hong, Chuanbiao Song, Siyuan Li, Jun Lan, Zhichao Zhang, Xinyue Li, Wei Sun, Zicheng Zhang, Yunhao Li, Xiaohong Liu, Guangtao Zhai, Zitong Xu, Huiyu Duan, Jiarui Wang, Guangji Ma, Liu Yang, Lu Liu, Qiang Hu, Xiongkuo Min, Zichuan Wang, Zhenchen Tang, Bo Peng, Jing Dong, Fengbin Guan, Zihao Yu, Yiting Lu, Wei Luo, Xin Li, Minhao Lin, Haofeng Chen, Xuanxuan He, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Bo-Cheng Qiu, Chih-Chung Hsu, Chia-Ming Lee, Yu-Fan Lin, Bo Yu, Zehao Wang, Da Mu, Mingxiu Chen, Junkang Fang, Huamei Sun, Wending Zhao, Zhiyu Wang, Wang Liu, Weikang Yu, Puhong Duan, Bin Sun, Xudong Kang, Shutao Li, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Jiarong He, Zhishan Qiao, Yongqing Huang, Zewen Chen, Zhe Pang, Juan Wang, Jian Guo, Zhizhuo Shao, Ziyu Feng, Bing Li, Weiming Hu, Hesong Li, Dehua Liu, Zeming Liu, Qingsong Xie, Ruichen Wang, Zhihao Li, Yuqi Liang, Jianqi Bi, Jun Luo, Junfeng Yang, Can Li, Jing Fu, Hongwei Xu, Mingrui Long, Lulin Tang

CVPR 2025 One2Any: One-Reference 6d Pose Estimation for Any Object Mengya Liu, Siyuan Li, Ajad Chhatkuli, Prune Truong, Luc Van Gool, Federico Tombari

AAAI 2025 Prior-Guided Hierarchical Harmonization Network for Efficient Image Dehazing Xiongfei Su, Siyuan Li, Yuning Cui, Miao Cao, Yulun Zhang, Zheng Chen, Zongliang Wu, Zedong Wang, Yuanlong Zhang, Xin Yuan

NeurIPS 2025 ProDyG: Progressive Dynamic Scene Reconstruction via Gaussian Splatting from Monocular Videos Shi Chen, Erik Sandström, Sandro Lombardi, Siyuan Li, Martin R. Oswald

ICCV 2025 Rep-MTL: Unleashing the Power of Representation-Level Task Saliency for Multi-Task Learning Zedong Wang, Siyuan Li, Dan Xu

AAAI 2025 Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning Siyuan Li, Feifan Liu, Lingfei Cui, Jiani Lu, Qinqin Xiao, Xirui Yang, Peng Liu, Kewu Sun, Zhe Ma, Xun Wang

ICLR 2025 Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking Mattia Segu, Luigi Piccinelli, Siyuan Li, Yung-Hsu Yang, Luc Van Gool, Bernt Schiele

IJCAI 2025 SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches Cheng Tan, Qi Chen, Jingxuan Wei, Gaowei Wu, Zhangyang Gao, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li

AAAI 2025 SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks Yongyan Wen, Siyuan Li, Rongchang Zuo, Lei Yuan, Hangyu Mao, Peng Liu

ICLR 2025 Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings Di Wu, Siyuan Li, Chen Feng, Lu Cao, Yue Zhang, Jie Yang, Mohamad Sawan

CVPR 2025 UniK3D: Universal Camera Monocular 3D Estimation Luigi Piccinelli, Christos Sakaridis, Mattia Segu, Yung-Hsu Yang, Siyuan Li, Wim Abbeloos, Luc Van Gool

CVPR 2025 Video-Bench: Human-Aligned Video Generation Benchmark Hui Han, Siyuan Li, Jiaqi Chen, Yiwen Yuan, Yuling Wu, Yufan Deng, Chak Tou Leong, Hanwen Du, Junchen Fu, Youhua Li, Jie Zhang, Chi Zhang, Li-jia Li, Yongxin Ni

ECCV 2024 Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan, Jingxuan Wei, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Ruifeng Guo, BiHui Yu, Stan Z. Li

CVPR 2024 FaceChain-ImagineID: Freely Crafting High-Fidelity Diverse Talking Faces from Disentangled Audio Chao Xu, Yang Liu, Jiazheng Xing, Weida Wang, Mingze Sun, Jun Dan, Tianxin Huang, Siyuan Li, Zhi-Qi Cheng, Ying Tai, Baigui Sun

NeurIPSW 2024 GeneGench: Systematic Evaluation of Genomic Foundation Models and Beyond Zicheng Liu, Jiahui Li, Lei Xin, Siyuan Li, Chang Yu, Zelin Zang, Cheng Tan, Yufei Huang, Yajingbai, Jun Xia, Stan Z. Li

IJCAI 2024 IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making Hui Niu, Siyuan Li, Jiahao Zheng, Zhouchi Lin, Bo An, Jian Li, Jian Guo

NeurIPS 2024 Instructor-Inspired Machine Learning for Robust Molecular Property Prediction Fang Wu, Shuting Jin, Siyuan Li, Stan Z. Li

ICLR 2024 KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement Zhangyang Gao, Cheng Tan, Xingran Chen, Yijie Zhang, Jun Xia, Siyuan Li, Stan Z. Li

ICML 2024 Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-Aware Hierarchical Prompt Learning Lirong Wu, Yijun Tian, Haitao Lin, Yufei Huang, Siyuan Li, Nitesh V Chawla, Stan Z. Li

IJCAI 2024 LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory Zicheng Liu, Li Wang, Siyuan Li, Zedong Wang, Haitao Lin, Stan Z. Li

ICLR 2024 MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding Lirong Wu, Yijun Tian, Yufei Huang, Siyuan Li, Haitao Lin, Nitesh V Chawla, Stan Z. Li

IJCAI 2024 MacMic: Executing Iceberg Orders via Hierarchical Reinforcement Learning Hui Niu, Siyuan Li, Jian Li

CVPR 2024 Matching Anything by Segmenting Anything Siyuan Li, Lei Ke, Martin Danelljan, Luigi Piccinelli, Mattia Segu, Luc Van Gool, Fisher Yu

ICLR 2024 MogaNet: Multi-Order Gated Aggregation Network Siyuan Li, Zedong Wang, Zicheng Liu, Cheng Tan, Haitao Lin, Di Wu, Zhiyuan Chen, Jiangbin Zheng, Stan Z. Li

NeurIPS 2024 PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation Chenrui Duan, Zelin Zang, Siyuan Li, Yongjie Xu, Stan Z. Li

AAAI 2024 Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction Yufei Huang, Siyuan Li, Lirong Wu, Jin Su, Haitao Lin, Odin Zhang, Zihan Liu, Zhangyang Gao, Jiangbin Zheng, Stan Z. Li

ICLR 2024 RDesign: Hierarchical Data-Efficient Representation Learning for Tertiary Structure-Based RNA Design Cheng Tan, Yijie Zhang, Zhangyang Gao, Bozhen Hu, Siyuan Li, Zicheng Liu, Stan Z. Li

ICML 2024 Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge Yufei Huang, Odin Zhang, Lirong Wu, Cheng Tan, Haitao Lin, Zhangyang Gao, Siyuan Li, Stan Z. Li

NeurIPS 2024 Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models Hanxiao Zhang, Lin Ju, Chan Wu, Jinjing Huang, Youshao Xiao, Zhenglei Zhou, Zhiming Fan, Zhaoxin Huan, Siyuan Li, Fanzhuang Meng, Lei Liang, Xiaolu Zhang, Jun Zhou

AAAI 2024 Robust Visual Imitation Learning with Inverse Dynamics Representations Siyuan Li, Xun Wang, Rongchang Zuo, Kewu Sun, Lingfei Cui, Jishiyu Ding, Peng Liu, Zhe Ma

ECCV 2024 SLAck: Semantic, Location, and Appearance Aware Open-Vocabulary Tracking Siyuan Li, Lei Ke, Yung-Hsu Yang, Luigi Piccinelli, Mattia Segù, Martin Danelljan, Luc Van Gool

ICLR 2024 SemiReward: A General Reward Model for Semi-Supervised Learning Siyuan Li, Weiyang Jin, Zedong Wang, Fang Wu, Zicheng Liu, Cheng Tan, Stan Z. Li

ICML 2024 Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences Zicheng Liu, Siyuan Li, Li Wang, Zedong Wang, Yunfan Liu, Stan Z. Li

NeurIPS 2024 TopoFR: A Closer Look at Topology Alignment on Face Recognition Jun Dan, Yang Liu, Jiankang Deng, Haoyu Xie, Siyuan Li, Baigui Sun, Shan Luo

CVPR 2024 UniDepth: Universal Monocular Metric Depth Estimation Luigi Piccinelli, Yung-Hsu Yang, Christos Sakaridis, Mattia Segu, Siyuan Li, Luc Van Gool, Fisher Yu

NeurIPS 2024 UniIF: Unified Molecule Inverse Folding Zhangyang Gao, Jue Wang, Cheng Tan, Lirong Wu, Yufei Huang, Siyuan Li, Zhirui Ye, Stan Z. Li

ICML 2024 VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling Siyuan Li, Zedong Wang, Zicheng Liu, Di Wu, Cheng Tan, Jiangbin Zheng, Yufei Huang, Stan Z. Li

ECCV 2024 Walker: Self-Supervised Multiple Object Tracking by Walking on Temporal Object Appearance Graphs Mattia Segù, Luigi Piccinelli, Siyuan Li, Luc Van Gool, Fisher Yu, Bernt Schiele

AAAI 2024 Wavelet-Driven Spatiotemporal Predictive Learning: Bridging Frequency and Time Variations Xuesong Nie, Yunfeng Yan, Siyuan Li, Cheng Tan, Xi Chen, Haoyuan Jin, Zhihang Zhu, Stan Z. Li, Donglian Qi

ICML 2023 Architecture-Agnostic Masked Image Modeling -- from ViT Back to CNN Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Stan Z. Li

ICML 2023 Behavior Contrastive Learning for Unsupervised Skill Discovery Rushuai Yang, Chenjia Bai, Hongyi Guo, Siyuan Li, Bin Zhao, Zhen Wang, Peng Liu, Xuelong Li

AAAI 2023 CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification Without Concrete Text Labels Siyuan Li, Li Sun, Qingli Li

CVPR 2023 CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment Jiangbin Zheng, Yile Wang, Cheng Tan, Siyuan Li, Ge Wang, Jun Xia, Yidong Chen, Stan Z. Li

ICCV 2023 Cascade-DETR: Delving into High-Quality Universal Object Detection Mingqiao Ye, Lei Ke, Siyuan Li, Yu-Wing Tai, Chi-Keung Tang, Martin Danelljan, Fisher Yu

AAAI 2023 Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang

NeurIPS 2023 Functional-Group-Based Diffusion for Pocket-Specific Molecule Generation and Elaboration Haitao Lin, Yufei Huang, Odin Zhang, Yunfan Liu, Lirong Wu, Siyuan Li, Zhiyuan Chen, Stan Z. Li

NeurIPS 2023 Harnessing Hard Mixed Samples with Decoupled Regularizer Zicheng Liu, Siyuan Li, Ge Wang, Lirong Wu, Cheng Tan, Stan Z. Li

ICLR 2023 Mole-BERT: Rethinking Pre-Training Graph Neural Networks for Molecules Jun Xia, Chengshuai Zhao, Bozhen Hu, Zhangyang Gao, Cheng Tan, Yue Liu, Siyuan Li, Stan Z. Li

ICLRW 2023 Non-Equispaced Fourier Neural Solvers for PDEs Haitao Lin, Lirong Wu, Yongjie Xu, Yufei Huang, Siyuan Li, Guojiang Zhao, Stan Z. Li

CVPR 2023 OVTrack: Open-Vocabulary Multiple Object Tracking Siyuan Li, Tobias Fischer, Lei Ke, Henghui Ding, Martin Danelljan, Fisher Yu

NeurIPS 2023 OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning Cheng Tan, Siyuan Li, Zhangyang Gao, Wenfei Guan, Zedong Wang, Zicheng Liu, Lirong Wu, Stan Z. Li

ICML 2023 Rethinking Explaining Graph Neural Networks via Non-Parametric Subgraph Matching Fang Wu, Siyuan Li, Xurui Jin, Yinghui Jiang, Dragomir Radev, Zhangming Niu, Stan Z. Li

CVPR 2023 Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan, Zhangyang Gao, Lirong Wu, Yongjie Xu, Jun Xia, Siyuan Li, Stan Z. Li

NeurIPS 2023 Understanding the Limitations of Deep Models for Molecular Property Prediction: Insights and Solutions Jun Xia, Lecheng Zhang, Xiao Zhu, Yue Liu, Zhangyang Gao, Bozhen Hu, Cheng Tan, Jiangbin Zheng, Siyuan Li, Stan Z. Li

ICLR 2022 Active Hierarchical Exploration with Stable Subgoal Representation Learning Siyuan Li, Jin Zhang, Jianhao Wang, Yang Yu, Chongjie Zhang

ECCV 2022 AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Zicheng Liu, Siyuan Li, Di Wu, Zihan Liu, Zhiyuan Chen, Lirong Wu, Stan Z. Li

NeurIPS 2022 CUP: Critic-Guided Policy Reuse Jin Zhang, Siyuan Li, Chongjie Zhang

ECCV 2022 DLME: Deep Local-Flatness Manifold Embedding Zelin Zang, Siyuan Li, Di Wu, Ge Wang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li

NeurIPS 2022 Divide and Contrast: Source-Free Domain Adaptation via Adaptive Contrastive Learning Ziyi Zhang, Weikai Chen, Hui Cheng, Zhen Li, Siyuan Li, Liang Lin, Guanbin Li

WACV 2022 Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li, Stan Z. Li

CVPR 2022 Hyperspherical Consistency Regularization Cheng Tan, Zhangyang Gao, Lirong Wu, Siyuan Li, Stan Z. Li

CVPR 2022 Style Transformer for Image Inversion and Editing Xueqi Hu, Qiusheng Huang, Zhengyi Shi, Siyuan Li, Changxin Gao, Li Sun, Qingli Li

ECCV 2022 Tracking Every Thing in the Wild Siyuan Li, Martin Danelljan, Henghui Ding, Thomas E. Huang, Fisher Yu

CVPR 2022 UMT: Unified Multi-Modal Transformers for Joint Video Moment Retrieval and Highlight Detection Ye Liu, Siyuan Li, Yang Wu, Chang-Wen Chen, Ying Shan, Xiaohu Qie

IJCAI 2021 Deep Reinforcement Learning with Hierarchical Structures Siyuan Li

ICCVW 2021 Enforcing Temporal Consistency in Video Depth Estimation Siyuan Li, Yue Luo, Ye Zhu, Xun Zhao, Yu Li, Ying Shan

ECML-PKDD 2021 Invertible Manifold Learning for Dimension Reduction Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li

ICLR 2021 Learning Subgoal Representations with Slow Dynamics Siyuan Li, Lulu Zheng, Jianhao Wang, Chongjie Zhang

NeurIPS 2021 Offline Reinforcement Learning with Reverse Model-Based Imagination Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang

CVPR 2020 Deformation-Aware Unpaired Image Translation for Pose Estimation on Laboratory Animals Siyuan Li, Semih Gunel, Mirela Ostrek, Pavan Ramdya, Pascal Fua, Helge Rhodin

IJCAI 2020 TLPG-Tracker: Joint Learning of Target Localization and Proposal Generation for Visual Tracking Siyuan Li, Zhi Zhang, Ziyu Liu, Anna Wang, Linglong Qiu, Feng Du

NeurIPS 2019 Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards Siyuan Li, Rui Wang, Minxue Tang, Chongjie Zhang

CVPR 2019 Single Image Deraining: A Comprehensive Benchmark Analysis Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Cesar-Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao

AAAI 2018 An Optimal Online Method of Selecting Source Policies for Reinforcement Learning Siyuan Li, Chongjie Zhang