| 2026 | ACL | Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4. | Chengwu Liu, Yichun Yin, Ye Yuan, Jiaxuan Xie, Botao Li, Siqi Li, Jianhao Shen, Yan Xu, Lifeng Shang, Ming Zhang |
| 2026 | DASFAA | MSRTUL: A Multiscale Semantics-Relationships Fusion Representation Model for Trajectory-User Linking. | Jing Zhang, Yuqi Luo, Jiajia Li, Rui Zhu, Anzhen Zhang, Yiping Teng, Siqi Li |
| 2026 | ISCA | Symbiotic MLLM Serving: Dynamically Balancing Parallelism Across GPUs and Resources Within GPUs. | Zhicheng Li, Jiacheng Zhao, Yangyu Zhang, Zhaolin Duan, Xinyu Liu, Siqi Li, Shuoming Zhang, Shuaijiang Li, Donglin Yu, Yuan Wen, Chunwei Xia, Xiyu Shi, Huimin Cui |
| 2025 | CVPR | GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning. | Lin Bie, Shouan Pan, Siqi Li, Yining Zhao, Yue Gao |
| 2025 | CVPR | Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs. | Sijie Wang, Rui She, Qiyu Kang, Siqi Li, Disheng Li, Tianyu Geng, Shangshu Yu, Wee Peng Tay |
| 2025 | ICASSP | UME: Upcycling Mixture-of-Experts for Scalable and Efficient Automatic Speech Recognition. | Li Fu, Shanyong Yu, Siqi Li, Fan Lu, Youzheng Wu, Xiaodong He |
| 2025 | ICCV | Hyper-Depth: Hypergraph-Based Multi-Scale Representation Fusion for Monocular Depth Estimation. | Lin Bie, Siqi Li, Yifan Feng, Yue Gao |
| 2025 | ICCV | UAVScenes: A Multi-Modal Dataset for UAVs. | Sijie Wang, Siqi Li, Yawei Zhang, Shangshu Yu, Shenghai Yuan, Rui She, Quanjiang Guo, Jinxuan Zheng, Ong Kang Howe, Leonrich Chandra, Shrivarshann Srijeyan, Aditya Sivadas, Toshan Aggarwal, Heyuan Liu, Hongming Zhang, Chujie Chen, Junyu Jiang, Lihua Xie, Wee Peng Tay |
| 2025 | ICRA | ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement. | Xuejian Guo, Zhiqiang Tian, Yuehang Wang, Siqi Li, Yu Jiang, Shaoyi Du, Yue Gao |
| 2025 | INDIN | An LLM-Aided System Information Modelling Methodology Applied in Tennessee Eastman Case. | Qianhang Lyu, Siqi Li, Martin G. Skjveland, Yunqing Rao, Arild Waaler, Baifan Zhou |
| 2025 | IROS | Learning Symmetric Legged Locomotion via State Distribution Symmetrization. | Chengrui Zhu, Zhen Zhang, Siqi Li, Qingpeng Li, Yong Liu |
| 2025 | ICRA | Chameleon: Fast-Slow Neuro-Symbolic Lane Topology Extraction. | Zongzheng Zhang, Xinrun Li, Sizhe Zou, Guoxuan Chi, Siqi Li, Xuchong Qiu, Guoliang Wang, Guantian Zheng, Leichen Wang, Hang Zhao, Hao Zhao |
| 2024 | ACCV | Locate N' Rotate: Two-Stage Openable Part Detection with Foundation Model Priors. | Siqi Li, Xiaoxue Chen, Haoyu Cheng, Guyue Zhou, Hao Zhao, Guanzhong Tian |
| 2024 | CVPR | 3D Feature Tracking via Event Camera. | Siqi Li, Zhikuan Zhou, Zhou Xue, Yipeng Li, Shaoyi Du, Yue Gao |
| 2024 | CVPR | MaxQ: Multi-Axis Query for N: m Sparsity Network. | Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu |
| 2024 | DASFAA | Privacy Protection Bottom-up Hierarchical Federated Learning with Class Imbalanced Data. | Jing Zhang, Siqi Li, Jiajia Li, Xiufeng Xia, Yiping Teng, Anzhen Zhang |
| 2024 | ECCV | OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks. | Jingyang Xiang, Zuohui Chen, Siqi Li, Qing Wu, Yong Liu |
| 2024 | EMNLP | Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach. | Siqi Li, Danni Liu, Jan Niehues |
| 2024 | EMNLP | Structured Optimal Brain Pruning for Large Language Models. | Jiateng Wei, Quan Lu, Ning Jiang, Siqi Li, Jingyang Xiang, Jun Chen, Yong Liu |
| 2024 | ICLR | Transfer Learning for Global Feature Importance Measurements. | Xin Li, Siqi Li, Qiming Wu, Kunyu Yu |
| 2024 | ICLR | Empirical Evaluations of Personalized Federated Learning on Heterogeneous Electronic Health Records. | Yuqing Shang, Qiming Wu, Siqi Li, Di Miao |
| 2024 | ICLR | Evaluating the Efficacy of Federated Scoring Systems with Heterogeneous Electronic Health Records. | Qiming Wu, Siqi Li, Di Miao, Yuqing Shang, Xin Li, Nan Liu |
| 2024 | IROS | PreAfford: Universal Affordance-Based Pre-Grasping for Diverse Objects and Environments. | Kairui Ding, Boyuan Chen, Ruihai Wu, Yuyang Li, Zongzheng Zhang, Huan-ang Gao, Siqi Li, Guyue Zhou, Yixin Zhu, Hao Dong, Hao Zhao |
| 2023 | HCI | Prediction of Quality of Experience (QoE) of Cloud-Gaming Through an Approach to Extracting the Indicators from User Generated Content (UGC). | Siqi Li, Tao Wen, Hongyan Yan, Xiangang Qin |
| 2023 | HCI | Development of a Domain Specific Sentiment Lexicon (DSSL) for Evaluating the Quality of Experience (QoE) of Cloud Gaming. | Tao Wen, Siqi Li, Hongyan Yan, Xiangang Qin |
| 2023 | ICASSP | UFO2: A Unified Pre-Training Framework for Online and Offline Speech Recognition. | Li Fu, Siqi Li, Qingtao Li, Liping Deng, Fangzhu Li, Fan Lu, Meng Chen, Xiaodong He |
| 2023 | ICLR | Interpretable Machine Learning-Based Risk Scoring with Individual and Ensemble Model Selection for Clinical Decision Making. | Han Yuan, Jin Wee Lee, Mingxuan Liu, Siqi Li, Chenglin Niu, Jun Wen, Feng Xie |
| 2023 | Interspeech | OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition. | Li Fu, Siqi Li, Qingtao Li, Fangzhu Li, Liping Deng, Fan Lu, Meng Chen, Youzheng Wu, Xiaodong He |
| 2023 | ISCA | ECSSD: Hardware/Data Layout Co-Designed In-Storage-Computing Architecture for Extreme Classification. | Siqi Li, Fengbin Tu, Liu Liu, Jilan Lin, Zheng Wang, Yangwook Kang, Yufei Ding, Yuan Xie |
| 2022 | AMIA | A Novel Interpretable Machine Learning System to Generate Clinical Risk Scores: An Application for Predicting Early Mortality or Unplanned Readmission in A Retrospective Cohort Study. | Yilin Ning, Siqi Li, Marcus Eng Hock Ong, Feng Xie, Bibhas Chakraborty, Daniel Shu Wei Ting, Nan Liu |
| 2022 | AMIA | Benchmarking Emergency Department Triage Prediction Models with Machine Learning and Large Public Electronic Health Records. | Feng Xie, Jun Zhou, Jin Wee Lee, Mingrui Tan, Siqi Li, Logasan S/O Rajnthern, Marcel Lucas Chee, Bibhas Chakraborty, An-Kwok Ian Wong, Alon Dagan, Marcus Eng Hock Ong, Fei Gao, Nan Liu |
| 2022 | HCI | Investigating End-User Acceptance of Last-Mile Delivery by Autonomous Vehicles in the United States. | Antonios Saravanos, Olivia Verni, Ian Moore, Sall Aboubacar, Jen Arriaza, Sabrina Jivani, Audrey Bennett, Siqi Li, Dongnanzi Zheng, Stavros Zervoudakis |
| 2022 | IGARSS | An AMF Detection Method Based on FDA-MIMO Radar. | Bolun Liu, Zhulin Zong, Ning Ding, Siqi Li |
| 2021 | CVPR | View-Guided Point Cloud Completion. | Xuancheng Zhang, Yutong Feng, Siqi Li, Changqing Zou, Hai Wan, Xibin Zhao, Yandong Guo, Yue Gao |
| 2021 | ICCV | Event Stream Super-Resolution via Spatiotemporal Constraint Learning. | Siqi Li, Yutong Feng, Yipeng Li, Yu Jiang, Changqing Zou, Yue Gao |
| 2021 | INFOCOM | Expectile Tensor Completion to Recover Skewed Network Monitoring Data. | Kun Xie, Siqi Li, Xin Wang, Gaogang Xie, Yudian Ouyang |
| 2021 | IGARSS | Adaptive Null Optimization Method Based on Frequency Diverse Array. | Siqi Li, Zhulin Zong, Libing Huang, Yun Feng |
| 2020 | AAAI | Attention-Based Multi-Modal Fusion Network for Semantic Scene Completion. | Siqi Li, Changqing Zou, Yipeng Li, Xibin Zhao, Yue Gao |
| 2019 | HCI | Exploration of Ideal Interaction Scheme on Smart TV: Based on User Experience Research of Far-Field Speech and Mid-air Gesture Interaction. | Xuan Li, Daisong Guan, Jingya Zhang, Xingtong Liu, Siqi Li, Hui Tong |
| 2019 | IECON | Nonlinear Generalized Predictive Control of Permanent Magnet Synchronous Motor Based on Extended State Observer. | Yilun Liu, Yongqing Wang, Xiaokai Zhang, Guangzhao Luo, Siqi Li, Yiyan Wang |
| 2019 | IECON | Fast Identification Method for Voltage Sag Type and Characteristic. | Siqi Li, Lili Xie, Yilun Liu |
| 2018 | IECON | Non-Smooth Control of PMSM Position Servo System Based on Model Compensation. | Yilun Liu, Kai Fan, Qi He, Guangzhao Luo, Siqi Li |
| 2018 | SMC | An Effective Multi-classification Method for NHL Pathological Images. | Huiyan Jiang, Zhongkuan Li, Siqi Li, Fucai Zhou |
| 2018 | SIGCSE | AutoQuiz: A Personalized, Adaptive, Test Practice System (Abstract Only). | Zhiping Xiao, Siqi Li, Zachary A. Pardos |
| 2018 | UIC | Speed Regulation of Overhead Catenary System Inspection Robot for High-Speed Railway through Reinforcement Learning. | Siqi Li, Cheng Xu, Lipei Chen, Zhenmin Liu |
| 2017 | IECON | Research on a dual active bridge based power electronics transformer using nanocrystalline and Silicon Carbide. | Bin Cui, Xinyang Li, Pengfei Yao, Xiaohua Jiang, Siqi Li, Tao Wang, Le Zhang |
| 2016 | FASE | Integrated Environment for Verifying and Running Distributed Components. | Ludovic Henrio, Oleksandra Kulankhina, Siqi Li, Eric Madelaine |