Siyuan Li
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
119
Venues
40
Active years
2017–2026
Best venue rank
A*
Where they publish
- A*CVPR19 papers
- A*AAAI15 papers
- A*ICLR12 papers
- BICONIP9 papers
- A*ICML7 papers
- A*IJCAI6 papers
- A*ECCV6 papers
- A*ICCV4 papers
- MulticonferenceICASSP3 papers
- CICIS3 papers
- A*ACL2 papers
- AWACV2 papers
- CCSCWD2 papers
- A*ICSE2 papers
- ACIKM2 papers
- CISCAS1 paper
- BIWCMC1 paper
- A*KDD1 paper
- A*WWW1 paper
- BCOLING1 paper
- A*EMNLP1 paper
- CMMSP1 paper
- A*NDSS1 paper
- A*SIGIR1 paper
- CFUSION1 paper
- AICDAR1 paper
- A*ICDE1 paper
- A*INFOCOM1 paper
- BSMC1 paper
- CICA3PP1 paper
- BICPADS1 paper
- CIPCCC1 paper
- AIROS1 paper
- BWCNC1 paper
- ABMVC1 paper
- A*ISMAR1 paper
- A*MOBICOM1 paper
- CICANN1 paper
- BICIP1 paper
- CQRS1 paper
Papers
119 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection. | Siyuan Li, Xi Lin, Guangyan Li, Zehao Liu, Aodu Wulianghai, Li Ding, Jun Wu, Jianhua Li |
| 2026 | AAAI | MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging. | Siyuan Li, Kai Yu, Anna Wang, Zicheng Liu, Chang Yu, Jingbo Zhou, Qirong Yang, Yucheng Guo, Xiaoming Zhang, Stan Z. Li |
| 2026 | AAAI | MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios. | Xuantang Xiong, Ni Mu, Runpeng Xie, Senhao Yang, Yaqing Wang, Lexiang Wang, Yao Luan, Siyuan Li, Shuang Xu, Yiqin Yang, Bo Xu |
| 2026 | AAAI | TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling. | Qirong Yang, Yucheng Guo, Zicheng Liu, Yujie Yang, Qijin Yin, Siyuan Li, Shaomin Ji, Linlin Chao, Xiaoming Zhang |
| 2026 | AAAI | Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework Guided by Monetary Policy Transmission Paths. | Rui Yao, Qi Chai, Jinhai Yao, Siyuan Li, Junhao Chen, Qi Zhang, Hao Wang |
| 2026 | ACL | Evolving Beyond Snapshots: Harmonizing Structure and Sequence via Entity State Tuning for Temporal Knowledge Graph Forecasting. | Siyuan Li, Yunjia Wu, Yiyong Xiao, Pingyang Huang, Peize Li, Ruitong Liu, Yan Wen, Te Sun |
| 2026 | ISCAS | A 97.4% Efficiency IoT Buck Converter With Adaptive On-Time and Quasi-V | Huajun Guo, Zhen Wang, Youlin Wu, Siyuan Li, Chenchang Zhan |
| 2026 | IWCMC | UniFlexFlow: A Unified Framework for Scalable Distributed Deep Learning on Heterogeneous Many-Core Supercomputers. | Wu Ye, Jiawei Chen, Siyuan Li, Xuezheng Liu, Di Wu |
| 2026 | KDD | Untitled record | Siyuan Li, Jian Chen, Rui Yao, Xuming Hu, Peilin Zhou, Weihua Qiu, Simin Zhang, Chucheng Dong, Zhiyao Li, Qipeng Xie, Zixuan Yuan |
| 2026 | WWW | VecFormer: Towards Efficient and Generalizable Graph Transformer with Graph Token Attention. | Jingbo Zhou, Jun Xia, Siyuan Li, Yunfan Liu, Wenjun Wang, Yufei Huang, Changxi Chi, Mutian Hong, Zhuoli Ouyang, Shu Wang, Zhongqi Wang, Xingyu Wu, Chang Yu, Stan Z. Li |
| 2026 | WACV | Any Detector Can Detect Anything. | Thomas E. Huang, Siyuan Li, Martin Danelljan, Henghui Ding, Luc Van Gool, Fisher Yu |
| 2025 | AAAI | 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 |
| 2025 | AAAI | 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 |
| 2025 | AAAI | 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 |
| 2025 | AAAI | SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks. | Yongyan Wen, Siyuan Li, Rongchang Zuo, Lei Yuan, Hangyu Mao, Peng Liu |
| 2025 | ACL | Taming LLMs with Gradient Grouping. | Siyuan Li, Juanxi Tian, Zedong Wang, Xin Jin, Zicheng Liu, Wentao Zhang, Dan Xu |
| 2025 | COLING | Enhancing Rumor Detection Methods with Propagation Structure Infused Language Model. | Chaoqun Cui, Siyuan Li, Kunkun Ma, Caiyan Jia |
| 2025 | CSCWD | LibRI: A Module Analysis Framework for Identifying Complex Reuse Relationship in Binaries. | Wenyan Yu, Siyuan Li, Mingjiang Huang, Mingyu Li, Rongrong Xi, Hongsong Zhu |
| 2025 | CVPR | 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 |
| 2025 | CVPR | 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 |
| 2025 | CVPR | 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 |
| 2025 | CVPR | One2Any: One-Reference 6D Pose Estimation for Any Object. | Mengya Liu, Siyuan Li, Ajad Chhatkuli, Prune Truong, Luc Van Gool, Federico Tombari |
| 2025 | CVPR | Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation. | Ting Liu, Siyuan Li |
| 2025 | CVPR | 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 |
| 2025 | CVPR | UniK3D: Universal Camera Monocular 3D Estimation. | Luigi Piccinelli, Christos Sakaridis, Mattia Seg, Yung-Hsu Yang, Siyuan Li, Wim Abbeloos, Luc Van Gool |
| 2025 | CVPR | 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 |
| 2025 | EMNLP | SOLAR: Serendipity Optimized Language Model Aligned for Recommendation. | Zichen Yuan, Lifan Sun, Yucen Zhuang, Yue Wang, Xinyuan Song, Tianqi Xu, Siyuan Li, Junchen Fu, Youhua Li, Sirui Hong, Jiaqi Chen, Joemon M. Jose, Yongxin Ni |
| 2025 | ICASSP | Basis Function Learning for Variable-Length and Continuous-Indexed Signals. | Siyuan Li, Lei Cheng, Feng Yin, Jianlong Li, Peter Gerstoft |
| 2025 | ICASSP | VN-GT: Optimizing Virtual Network Deployment via Game Theory. | Weijie Wang, Yan Wang, Guokun Xu, Zuxin Chen, Siyuan Li, Min Yu, Weiqing Huang, Degang Sun |
| 2025 | ICASSP | Enhancing Image Generation Fidelity via Progressive Prompts. | Zhen Xiong, Yuqi Li, Chuanguang Yang, Tiao Tan, Zhihong Zhu, Siyuan Li, Yue Ma |
| 2025 | ICCV | Multi-View 3D Point Tracking. | Frano Rajic, Haofei Xu, Marko Mihajlovic, Siyuan Li, Irem Demir, Emircan Gndogdu, Lei Ke, Sergey Prokudin, Marc Pollefeys, Siyu Tang |
| 2025 | ICCV | Rep-MTL: Unleashing the Power of Representation-Level Task Saliency for Multi-Task Learning. | Zedong Wang, Siyuan Li, Dan Xu |
| 2025 | ICCV | 3D-MOOD: Lifting 2D to 3D for Monocular Open-Set Object Detection. | Yung-Hsu Yang, Luigi Piccinelli, Mattia Seg, Siyuan Li, Rui Huang, Yuqian Fu, Marc Pollefeys, Hermann Blum, Zuria Bauer |
| 2025 | ICLR | 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 |
| 2025 | ICLR | 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 |
| 2025 | ICLR | Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking. | Mattia Seg, Luigi Piccinelli, Siyuan Li, Yung-Hsu Yang, Luc Van Gool, Bernt Schiele |
| 2025 | ICLR | Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings. | Di Wu, Siyuan Li, Chen Feng, Lu Cao, Yue Zhang, Jie Yang, Mohamad Sawan |
| 2025 | ICONIP | Context-Driven Knowledge Graph Completion with Semantic-Aware Relational Message Passing. | Siyuan Li, Ruitong Liu, Te Sun, Yan Wen, Ruihao Zhou, Jingyi Kang, Yunjia Wu |
| 2025 | IJCAI | 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 |
| 2025 | ICSE | TransferFuzz: Fuzzing with Historical Trace for Verifying Propagated Vulnerability Code. | Siyuan Li, Yuekang Li, Zuxin Chen, Chaopeng Dong, Yongpan Wang, Hong Li, Yongle Chen, Hongsong Zhu |
| 2025 | MMSP | PromptGS: Visual Prompting for Tiny Object Reconstruction in 3DGS Optimization. | Xun Wang, Xutao Xue, Xubing Kang, Siyuan Li, Shayer Shabab Utsho, Kun Li, Mengqi Ji |
| 2025 | NDSS | BinEnhance: An Enhancement Framework Based on External Environment Semantics for Binary Code Search. | Yongpan Wang, Hong Li, Xiaojie Zhu, Siyuan Li, Chaopeng Dong, Shouguo Yang, Kangyuan Qin |
| 2025 | SIGIR | Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA. | Siyuan Li, Yongping Du, Mingyang Li |
| 2024 | AAAI | 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 |
| 2024 | AAAI | Robust Visual Imitation Learning with Inverse Dynamics Representations. | Siyuan Li, Xun Wang, Rongchang Zuo, Kewu Sun, Lingfei Cui, Jishiyu Ding, Peng Liu, Zhe Ma |
| 2024 | AAAI | 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 |
| 2024 | CVPR | Matching Anything by Segmenting Anything. | Siyuan Li, Lei Ke, Martin Danelljan, Luigi Piccinelli, Mattia Seg, Luc Van Gool, Fisher Yu |
| 2024 | CVPR | UniDepth: Universal Monocular Metric Depth Estimation. | Luigi Piccinelli, Yung-Hsu Yang, Christos Sakaridis, Mattia Seg, Siyuan Li, Luc Van Gool, Fisher Yu |
| 2024 | CVPR | 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 |
| 2024 | ECCV | SLAck: Semantic, Location, and Appearance Aware Open-Vocabulary Tracking. | Siyuan Li, Lei Ke, Yung-Hsu Yang, Luigi Piccinelli, Mattia Seg, Martin Danelljan, Luc Van Gool |
| 2024 | ECCV | Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs. | Mattia Seg, Luigi Piccinelli, Siyuan Li, Luc Van Gool, Fisher Yu, Bernt Schiele |
| 2024 | ECCV | 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 |
| 2024 | FUSION | Learning-Based BBA Modeling Approach with Multi-Method Fusion. | Siyuan Li, Deqiang Han, Jean Dezert, Yi Yang |
| 2024 | ICDAR | LMTextSpotter: Towards Better Scene Text Spotting with Language Modeling in Transformer. | Xin Xia, Guodong Ding, Siyuan Li |
| 2024 | ICDE | AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes. | Youshao Xiao, Lin Ju, Zhenglei Zhou, Siyuan Li, Zhaoxin Huan, Dalong Zhang, Rujie Jiang, Lin Wang, Xiaolu Zhang, Lei Liang, Jun Zhou |
| 2024 | ICLR | 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 |
| 2024 | ICLR | 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 |
| 2024 | ICLR | SemiReward: A General Reward Model for Semi-supervised Learning. | Siyuan Li, Weiyang Jin, Zedong Wang, Fang Wu, Zicheng Liu, Cheng Tan, Stan Z. Li |
| 2024 | ICLR | 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 |
| 2024 | ICLR | 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 |
| 2024 | ICML | 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 |
| 2024 | ICML | 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 |
| 2024 | ICML | 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 |
| 2024 | ICML | 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 |
| 2024 | IJCAI | LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory. | Zicheng Liu, Li Wang, Siyuan Li, Zedong Wang, Haitao Lin, Stan Z. Li |
| 2024 | IJCAI | MacMic: Executing Iceberg Orders via Hierarchical Reinforcement Learning. | Hui Niu, Siyuan Li, Jian Li |
| 2024 | IJCAI | 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 |
| 2024 | INFOCOM | Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks. | Siyuan Li, Xi Lin, Hansong Xu, Kun Hua, Xiaomin Jin, Gaolei Li, Jianhua Li |
| 2024 | ICSE | LibvDiff: Library Version Difference Guided OSS Version Identification in Binaries. | Chaopeng Dong, Siyuan Li, Shouguo Yang, Yang Xiao, Yongpan Wang, Hong Li, Zhi Li, Limin Sun |
| 2024 | SMC | Malware Classification Method Based on Dynamic Features with Sensitive Behaviors. | Yamin Xie, Siyuan Li, Zhengcai Chen, Haichao Du, Xiaoqi Jia, Jing Tang, Yuejin Du |
| 2023 | AAAI | CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels. | Siyuan Li, Li Sun, Qingli Li |
| 2023 | AAAI | Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery. | Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang |
| 2023 | CSCWD | A Privacy-Preserving Online Deep Learning Algorithm Based on Differential Privacy. | Jun Li, Fengshi Zhang, Yonghe Guo, Siyuan Li, Guanjun Wu, Dahui Li, Hongsong Zhu |
| 2023 | CVPR | Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning. | Cheng Tan, Zhangyang Gao, Lirong Wu, Yongjie Xu, Jun Xia, Siyuan Li, Stan Z. Li |
| 2023 | CVPR | OVTrack: Open-Vocabulary Multiple Object Tracking. | Siyuan Li, Tobias Fischer, Lei Ke, Henghui Ding, Martin Danelljan, Fisher Yu |
| 2023 | CVPR | 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 |
| 2023 | ICA3PP | A Heuristic Method for Data Allocation and Task Scheduling on Heterogeneous Multiprocessor Systems Under Memory Constraints. | Junwen Ding, Liangcai Song, Siyuan Li, Chen Wu, Ronghua He, Zhouxing Su, Zhipeng L |
| 2023 | ICCV | 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 |
| 2023 | ICLR | 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 |
| 2023 | ICML | Architecture-Agnostic Masked Image Modeling - From ViT back to CNN. | Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Stan Z. Li |
| 2023 | ICML | 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 |
| 2023 | ICML | Behavior Contrastive Learning for Unsupervised Skill Discovery. | Rushuai Yang, Chenjia Bai, Hongyi Guo, Siyuan Li, Bin Zhao, Zhen Wang, Peng Liu, Xuelong Li |
| 2023 | ICPADS | FlowEmbed: Binary function embedding model based on relational control flow graph and byte sequence. | Yongpan Wang, Chaopeng Dong, Siyuan Li, Fucai Luo, Renjie Su, Zhanwei Song, Hong Li |
| 2023 | IPCCC | Denoising Network of Dynamic Features for Enhanced Malware Classification. | Siyuan Li, Hui Wen, Liting Deng, Yu Zhou, Wenyuan Zhang, Zhi Li, Limin Sun |
| 2023 | IROS | Learning to Solve Tasks with Exploring Prior Behaviours. | Ruiqi Zhu, Siyuan Li, Tianhong Dai, Chongjie Zhang, Oya eliktutan |
| 2023 | WCNC | VN-SMT: An SMT-based Construction Method on Virtual Network to Defend Insider Reconnaissance. | Weijie Wang, Yan Wang, Guokun Xu, Qiujian Lv, Zuxin Chen, Siyuan Li |
| 2022 | BMVC | Exploring Localization for Self-supervised Fine-grained Contrastive Learning. | Di Wu, Siyuan Li, Zelin Zang, Stan Z. Li |
| 2022 | CIKM | Are Gradients on Graph Structure Reliable in Gray-box Attacks? | Zihan Liu, Yun Luo, Lirong Wu, Siyuan Li, Zicheng Liu, Stan Z. Li |
| 2022 | CIKM | MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization. | Hui Niu, Siyuan Li, Jian Li |
| 2022 | CVPR | Hyperspherical Consistency Regularization. | Cheng Tan, Zhangyang Gao, Lirong Wu, Siyuan Li, Stan Z. Li |
| 2022 | CVPR | Style Transformer for Image Inversion and Editing. | Xueqi Hu, Qiusheng Huang, Zhengyi Shi, Siyuan Li, Changxin Gao, Li Sun, Qingli Li |
| 2022 | CVPR | 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 |
| 2022 | ECCV | Tracking Every Thing in the Wild. | Siyuan Li, Martin Danelljan, Henghui Ding, Thomas E. Huang, Fisher Yu |
| 2022 | ECCV | AutoMix: Unveiling the Power of Mixup for Stronger Classifiers. | Zicheng Liu, Siyuan Li, Di Wu, Zihan Liu, Zhiyuan Chen, Lirong Wu, Stan Z. Li |
| 2022 | ECCV | 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 |
| 2022 | ICLR | Active Hierarchical Exploration with Stable Subgoal Representation Learning. | Siyuan Li, Jin Zhang, Jianhao Wang, Yang Yu, Chongjie Zhang |
| 2022 | ISMAR | Neural 3D Gaze: 3D Pupil Localization and Gaze Tracking based on Anatomical Eye Model and Neural Refraction Correction. | Conny Lu, Praneeth Chakravarthula, Kaihao Liu, Xixiang Liu, Siyuan Li, Henry Fuchs |
| 2022 | MOBICOM | When digital twin meets deep reinforcement learning in multi-UAV path planning. | Siyuan Li, Xi Lin, Jun Wu, Ali Kashif Bashir, Raheel Nawaz |
| 2022 | WACV | Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation. | Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li, Stan Z. Li |
| 2021 | ICANN | A Progressive Image Inpainting Algorithm with a Mask Auto-update Branch. | Liang Nie, Wenxin Yu, Xuewen Zhang, Siyuan Li, Ning Jiang, Zhiqiang Zhang |
| 2021 | ICLR | Learning Subgoal Representations with Slow Dynamics. | Siyuan Li, Lulu Zheng, Jianhao Wang, Chongjie Zhang |
| 2021 | ICONIP | SCAN: Spatial and Channel Attention Normalization for Image Inpainting. | Shiyu Chen, Wenxin Yu, Liang Nie, Xuewen Zhang, Siyuan Li, Zhiqiang Zhang, Jun Gong |
| 2021 | ICONIP | Progressive Inpainting Strategy with Partial Convolutions Generative Networks (PPCGN). | Liang Nie, Wenxin Yu, Siyuan Li, Zhiqiang Zhang, Ning Jiang, Xuewen Zhang, Jun Gong |
| 2021 | ICONIP | Free-Form Image Inpainting with Separable Gate Encoder-Decoder Network. | Liang Nie, Wenxin Yu, Xuewen Zhang, Siyuan Li, Shiyu Chen, Zhiqiang Zhang, Jun Gong |
| 2021 | IJCAI | Deep Reinforcement Learning with Hierarchical Structures. | Siyuan Li |
| 2020 | CVPR | Deformation-Aware Unpaired Image Translation for Pose Estimation on Laboratory Animals. | Siyuan Li, Semih Gnel, Mirela Ostrek, Pavan Ramdya, Pascal Fua, Helge Rhodin |
| 2020 | ICIP | Interactive Separation Network For Image Inpainting. | Siyuan Li, Lu Lu, Zhiqiang Zhang, Xin Cheng, Kepeng Xu, Wenxin Yu, Gang He, Jinjia Zhou, Zhuo Yang |
| 2020 | ICONIP | LPI-Net: Lightweight Inpainting Network with Pyramidal Hierarchy. | Siyuan Li, Lu Lu, Kepeng Xu, Wenxin Yu, Ning Jiang, Zhuo Yang |
| 2020 | ICONIP | Learning and Distillating the Internal Relationship of Motion Features in Action Recognition. | Lu Lu, Siyuan Li, Niannian Chen, Lin Gao, Yong Fan, Yong Jiang, Ling Wu |
| 2020 | ICONIP | Customizable GAN: Customizable Image Synthesis Based on Adversarial Learning. | Zhiqiang Zhang, Wenxin Yu, Jinjia Zhou, Xuewen Zhang, Jialiang Tang, Siyuan Li, Ning Jiang, Gang He, Gang He, Zhuo Yang |
| 2020 | IJCAI | 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 |
| 2020 | QRS | Research on Safety Modeling and Analysis to the Task Process of Airborne Weather System. | Haotian Niu, Cunbao Ma, Pei Han, Siyuan Li, Qi Ma, Shenghui Zhang |
| 2019 | CVPR | Single Image Deraining: A Comprehensive Benchmark Analysis. | Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Marcondes Cesar Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao |
| 2019 | ICIS | Advancing Recommendations on Two-Sided Platforms: A Machine Learning Approach to Context-Aware Profiling. | Schahin Tofangchi, Andr Hanelt, Siyuan Li |
| 2019 | ICONIP | Inpainting with Sketch Reconstruction and Comprehensive Feature Selection. | Siyuan Li, Lu Lu, Zhijing Li, Kepeng Xu, Matthieu Claisse, Wenxin Yu, Gang He, Gang He, Yibo Fan, Zhuo Yang |
| 2019 | ICONIP | IRSNET: An Inception-Resnet Feature Reconstruction Model for Building Segmentation. | Kepeng Xu, Li Nie, Zhiqiang Zhang, Wenxin Yu, Yunye Zhang, Wei Chen, Siyuan Li, Xinxin Zhou, Shangwei Deng, Pengfei Yu, Yibo Fan, Hui Zhang, Valentin Bouillon |
| 2018 | AAAI | An Optimal Online Method of Selecting Source Policies for Reinforcement Learning. | Siyuan Li, Chongjie Zhang |
| 2018 | ICIS | Turning the Negative Affiliation Around: Looking Glass Self in Online Community Platforms. | Wenxi Pu, Siyuan Li, Julie T. Wade, Jason Thatcher |
| 2017 | ICIS | Self-Disclosure and SNS Platforms: The Impact of SNS Transparency. | Wenxi Pu, Siyuan Li, Jason Thatcher |