Exploiting Passive Beamforming of Smart Speakers to Monitor Human Heartbeat in Real Time. - Zhi Wang 016; Fusang Zhang; Siheng Li; Beihong Jin (GLOBECOM, 2021)

Fine-Grained Respiration Monitoring During Overnight Sleep Using IR-UWB Radar. - Siheng Li; Zhi Wang 016; Fusang Zhang; Beihong Jin (MobiQuitous, 2021)

Acronym Extraction with Hybrid Strategies. - Siheng Li; Cheng Yang 007; Tian Liang; Xinyu Zhu; Chengze Yu; Yujiu Yang (SDU@AAAI, 2022)

Sleep Respiration Monitoring Using Attention-reinforced Radar Signals. - Siheng Li; Zhi Wang 016; Beihong Jin; Fusang Zhang; Xiaoyong Ren; Yitong Zhang (BIBM, 2022)

MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction. - Wangjie Jiang; Zhihao Ye; Zijing Ou; Ruihui Zhao; Jianguang Zheng; Yi Liu 057; Bang Liu; Siheng Li; Yujiu Yang; Yefeng Zheng 001 (CIKM, 2022)

Multi-Turn Incomplete Utterance Restoration As Object Detection. - Wangjie Jiang; Siheng Li; Jiayi Li 002; Yujiu Yang (ICASSP, 2022)

A New Approach to Training Multiple Cooperative Agents for Autonomous Driving. - Ruiyang Yang; Siheng Li; Beihong Jin (IJCNN, 2022)

EmpHi: Generating Empathetic Responses with Human-like Intents. - Mao Yan Chen; Siheng Li; Yujiu Yang (NAACL-HLT, 2022)

Towards Safer Transporting in Resilient Cities: Risk Assessment and Path Planning. - Kunchi Liu; Siheng Li; Zhenghui Liu; Fusang Zhang; Beihong Jin (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task. - Cheng Yang 007; Siheng Li; Chufan Shi; Yujiu Yang (WMT, 2022)

ECG-grained Cardiac Monitoring Using UWB Signals. - Zhi Wang 016; Beihong Jin; Siheng Li; Fusang Zhang; Wenbo Zhang 006 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

NewsDialogues: Towards Proactive News Grounded Conversation. - Siheng Li; Yichun Yin; Cheng Yang 002; Wangjie Jiang; Yiwei Li; Zesen Cheng; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Yujiu Yang (ACL (Findings), 2023)

AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models. - Siheng Li; Cheng Yang 002; Yichun Yin; Xinyu Zhu; Zesen Cheng; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Yujiu Yang (ACL (2), 2023)

Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation. - Zesen Cheng; Pengchong Qiao; Kehan Li 002; Siheng Li; Pengxu Wei; Xiangyang Ji; Li Yuan 007; Chang Liu 030; Jie Chen 001 (CVPR, 2023)

Enhancing Dialogue Generation with Conversational Concept Flows. - Siheng Li; Wangjie Jiang; Pengda Si; Cheng Yang 002; Yao Qiu; Jinchao Zhang 001; Jie Zhou 016; Yujiu Yang (EACL (Findings), 2023)

Question Answering as Programming for Solving Time-Sensitive Questions. - Xinyu Zhu; Cheng Yang 007; Bei Chen; Siheng Li; Jian-Guang Lou; Yujiu Yang (EMNLP, 2023)

WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation. - Zesen Cheng; Peng Jin 001; Hao Li 073; Kehan Li 002; Siheng Li; Xiangyang Ji; Chang Liu 030; Jie Chen 001 (IJCAI, 2023)

Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval. - Taiqiang Wu; Xingyu Bai; Weigang Guo; Weijie Liu 002; Siheng Li; Yujiu Yang (WSDM, 2023)

Parallel Vertex Diffusion for Unified Visual Grounding. - Zesen Cheng; Kehan Li 002; Peng Jin 001; Siheng Li; Xiangyang Ji; Li Yuan 007; Chang Liu 030; Jie Chen 001 (AAAI, 2024)

TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild. - Huayang Li; Siheng Li; Deng Cai 002; Longyue Wang; Lemao Liu; Taro Watanabe; Yujiu Yang; Shuming Shi 001 (ACL (Findings), 2024)

Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast. - Chufan Shi; Cheng Yang 002; Xinyu Zhu; Jiahao Wang; Taiqiang Wu; Siheng Li; Deng Cai 002; Yujiu Yang; Yu Meng 001 (NeurIPS, 2024)

On the Transformations across Reward Model, Parameter Update, and In-Context Prompt. - Deng Cai 002; Huayang Li; Tingchen Fu; Siheng Li; Weiwen Xu; Shuaiyi Li; Bowen Cao; Zhisong Zhang; Xinting Huang; Leyang Cui; Yan Wang 060; Lemao Liu; et al. (CoRR, 2024)

Large Language Models Can Self-Improve in Long-context Reasoning. - Siheng Li; Cheng Yang 002; Zesen Cheng; Lemao Liu; Mo Yu; Yujiu Yang; Wai Lam (CoRR, 2024)

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability. - Zicheng Lin; Tian Liang; Jiahao Xu; Xing Wang; Ruilin Luo; Chufan Shi; Siheng Li; Yujiu Yang; Zhaopeng Tu (CoRR, 2024)

LLM2: Let Large Language Models Harness System 2 Reasoning. - Cheng Yang 002; Chufan Shi; Siheng Li; Bo Shui; Yujiu Yang; Wai Lam (CoRR, 2024)

An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation. - Cheng Yang 007; Guoping Huang; Mo Yu; Zhirui Zhang; Siheng Li; Mingming Yang; Shuming Shi 001; Yujiu Yang; Lemao Liu (Trans. Assoc. Comput. Linguistics, 2024)

Push the Limit of Highly Accurate Ranging on Commercial UWB Devices. - Junqi Ma 002; Fusang Zhang; Beihong Jin; Chang Su; Siheng Li; Zhi Wang 016; Jiazhi Ni (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

UWB-enabled Sensing for Fast and Effortless Blood Pressure Monitoring. - Zhi Wang 016; Beihong Jin; Fusang Zhang; Siheng Li; Junqi Ma 002 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Hypnos: A Contactless Sleep Stage Monitoring System Using UWB Signals. - Siheng Li; Beihong Jin; Fusang Zhang; Zhi Wang 016; Junqi Ma 002; Xiaoyong Ren; Haiqin Liu (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Leveraging Attention-reinforced UWB Signals to Monitor Respiration during Sleep. - Siheng Li; Beihong Jin; Zhi Wang 016; Fusang Zhang; Xiaoyong Ren; Haiqin Liu (ACM Trans. Sens. Networks, 2024)

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation. - Cheng Yang 002; Chufan Shi; Yaxin Liu; Bo Shui; Junjie Wang 011; Mohan Jing; Linran Xu; Xinyu Zhu; Siheng Li; Yuxiang Zhang; Gongye Liu; Xiaomei Nie; et al. (ICLR, 2025)

MULoc: Towards Millimeter-Accurate Localization for Unlimited UWB Tags via Anchor Overhearing. - Junqi Ma 002; Fusang Zhang; Beihong Jin; Siheng Li; Zhi Wang 016 (INFOCOM, 2025)

LLM2: Let Large Language Models Harness System 2 Reasoning. - Cheng Yang 007; Chufan Shi; Siheng Li; Bo Shui; Yujiu Yang; Wai Lam (NAACL (Short Papers), 2025)

A Survey on the Honesty of Large Language Models. - Siheng Li; Cheng Yang 002; Taiqiang Wu; Chufan Shi; Yuji Zhang 002; Xinyu Zhu; Zesen Cheng; Deng Cai 002; Mo Yu; Lemao Liu; Jie Zhou 016; Yujiu Yang; et al. (Trans. Mach. Learn. Res., 2025)

RePO: Replay-Enhanced Policy Optimization. - Siheng Li; Zhanhui Zhou; Wai Lam; Chao Yang; Chaochao Lu (CoRR, 2025)

RF-AE: Single-site Arterial Elasticity Estimation Using UWB Signals. - Zhi Wang 016; Beihong Jin; Yuhui Chen; Fusang Zhang; Siheng Li; Junqi Ma 002; Tao Gong; Yu Fu (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

Adaptive Termination for Multi-round Parallel Reasoning: An Universal Semantic Entropy-Guided Framework. - Zenan Xu; Zexuan Qiu; Guanhua Huang; Kun Li; Siheng Li; Chenchen Zhang; Kejiao Li; Qi Yi; Yuhao Jiang; Bo Zhou; Fengzong Lian; Zhanhui Kang (CoRR, 2025)