PPaperPicks

Xiang Li

Massachusetts General Hospital, Boston, MA, USA

30 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9851-6376 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×9ACL ×5NeurIPS ×4AAAI ×2ICLR ×2ICML ×2EMNLP ×1IJCAI ×1IROS ×1SIGMOD ×1VLDB ×1WACV ×1

Frequent coauthors

Quanzheng Li
×13
Tianming Liu
×7
Sekeun Kim
×6
Pengfei Jin
×5
Sifan Song
×5
Siyeop Yoon
×5
Hui Ren
×5
Wenting Chen
×4
Yixuan Yuan
×4
Matthew Tivnan
×4
Lichao Sun
×4
Yujin Oh
×3

Papers

  1. Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
    AAAI 2026 ·
    Pengfei Jin
    ,
    Peng Shu
    ,
    Sifan Song
    ,
    Sekeun Kim
    ,
    Qing Xiao
    ,
    Cheng Chen
    ,
    Tianming Liu
    , Xiang Li,
    Quanzheng Li
  2. Enhancing Remote Sensing Change Detection Via Masked Edge Reconstruction
    WACV 2026 ·
    Shuaiyu Chen
    ,
    Fu Wang
    ,
    Tianjin Huang
    , Xiang Li,
    Siyang Song
    ,
    Guangliang Cheng
    ,
    Chunbo Luo
    ,
    Zeyu Fu
  3. LLM Inductive Reasoning Through Multi-Agent Enhanced Monte Carlo Tree Search
    ACL 2026 · Xiang Li,
    Yucheng Zhou
    ,
    Xiangzhi Wei
    ,
    Zesheng Shi
    ,
    Haiyuan Wan
    ,
    Yifan Gong
    ,
    Fangming Liu
    ,
    Jing Li
  4. A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
    ACL 2025 ·
    Wenxuan Wang
    ,
    Zizhan Ma
    ,
    Zheng Wang
    ,
    Chenghan Wu
    ,
    Jiaming Ji
    ,
    Wenting Chen
    , Xiang Li,
    Yixuan Yuan
  5. Cascaded 3D Diffusion Models for Whole-Body 3D 18-F FDG PET/CT Synthesis from Demographics
    MICCAI 2025 ·
    Siyeop Yoon
    ,
    Sifan Song
    ,
    Pengfei Jin
    ,
    Matthew Tivnan
    ,
    Yujin Oh
    ,
    Sekeun Kim
    ,
    Dufan Wu
    , Xiang Li,
    Quanzheng Li
  6. DRARL: Disengagement-Reason-Augmented Reinforcement Learning for Efficient Improvement of Autonomous Driving Policy
    IROS 2025 ·
    Weitao Zhou
    ,
    Bo Zhang
    ,
    Zhong Cao
    , Xiang Li,
    Qian Cheng
    ,
    Chunyang Liu
    ,
    Yaqin Zhang
    ,
    Diange Yang
  7. Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective
    ICML 2025 ·
    Yujin Oh
    ,
    Pengfei Jin
    ,
    Sangjoon Park
    ,
    Sekeun Kim
    ,
    Siyeop Yoon
    ,
    Jin Sung Kim
    ,
    Kyungsang Kim
    , Xiang Li,
    Quanzheng Li
  8. ECHOPulse: ECG Controlled Echocardio-gram Video Generation
    ICLR 2025 ·
    Yiwei Li
    ,
    Sekeun Kim
    ,
    Zihao Wu
    ,
    Hanqi Jiang
    ,
    Yi Pan
    ,
    Pengfei Jin
    ,
    Sifan Song
    ,
    Yucheng Shi
    ,
    Xiaowei Yu
    ,
    Tianze Yang
    ,
    Tianming Liu
    ,
    Quanzheng Li
    , Xiang Li
  9. Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data
    ICLR 2025 ·
    Yucheng Shi
    ,
    Quanzheng Li
    ,
    Jin Sun
    , Xiang Li,
    Ninghao Liu
  10. Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity
    EMNLP 2025 ·
    Ping Chen
    , Xiang Li,
    Zhaoxiang Liu
    ,
    Zezhou Chen
    ,
    Xingpeng Zhang
    ,
    Huan Hu
    ,
    Zipeng Wang
    ,
    Kai Wang
    ,
    Shuming Shi
    ,
    Shiguo Lian
  11. Learning to Plan Like the Human Brain via Visuospatial Perception and Semantic-Episodic Synergistic Decision-Making
    NeurIPS 2025 ·
    Tianyuan Jia
    ,
    Ziyu Li
    ,
    Qing Li
    ,
    Xiuxing Li
    , Xiang Li,
    Chen Wei
    ,
    Li Yao
    ,
    Xia Wu
  12. MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
    MICCAI 2025 ·
    Runqi Meng
    ,
    Sifan Song
    ,
    Pengfei Jin
    ,
    Lin Teng
    ,
    Yulin Wang
    ,
    Yiqun Sun
    ,
    Ling Chen
    ,
    Yujin Oh
    , Xiang Li,
    Quanzheng Li
    ,
    Ning Guo
    ,
    Dinggang Shen
  13. Not All Layers of LLMs Are Necessary During Inference
    IJCAI 2025 ·
    Siqi Fan
    ,
    Xin Jiang
    , Xiang Li,
    Xuying Meng
    ,
    Peng Han
    ,
    Shuo Shang
    ,
    Aixin Sun
    ,
    Yequan Wang
  14. REOBench: Benchmarking Robustness of Earth Observation Foundation Models
    NeurIPS 2025 · Xiang Li,
    Yong Tao
    ,
    Siyuan Zhang
    ,
    Siwei Liu
    ,
    Zhitong Xiong
    ,
    Chunbo Luo
    ,
    Lu Liu
    ,
    Mykola Pechenizkiy
    ,
    Xiaoxiang Zhu
    ,
    Tianjin Huang
  15. SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
    MICCAI 2025 ·
    Zhiling Yan
    ,
    Sifan Song
    ,
    Dingjie Song
    ,
    Yiwei Li
    ,
    Rong Zhou
    ,
    Weixiang Sun
    ,
    Zhennong Chen
    ,
    Sekeun Kim
    ,
    Hui Ren
    ,
    Tianming Liu
    ,
    Quanzheng Li
    , Xiang Li,
    Lifang He
    ,
    Lichao Sun
  16. Shapley Value Estimation based on Differential Matrix
    SIGMOD 2025 ·
    Junyuan Pang
    ,
    Jian Pei
    ,
    Haocheng Xia
    , Xiang Li,
    Jinfei Liu
  17. Biomedical Visual Instruction Tuning with Clinician Preference Alignment
    NeurIPS 2024 ·
    Hejie Cui
    ,
    Lingjun Mao
    ,
    Xin Liang
    ,
    Jieyu Zhang
    ,
    Hui Ren
    ,
    Quanzheng Li
    , Xiang Li,
    Carl Yang
  18. Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
    MICCAI 2024 ·
    Qing Xiao
    ,
    Siyeop Yoon
    ,
    Hui Ren
    ,
    Matthew Tivnan
    ,
    Lichao Sun
    ,
    Quanzheng Li
    ,
    Tianming Liu
    ,
    Yu Zhang
    , Xiang Li
  19. DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection
    AAAI 2024 · Xiang Li,
    Junbo Yin
    ,
    Wei Li
    ,
    Chengzhong Xu
    ,
    Ruigang Yang
    ,
    Jianbing Shen
  20. Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
    NeurIPS 2024 ·
    Chong Ma
    ,
    Hanqi Jiang
    ,
    Wenting Chen
    ,
    Yiwei Li
    ,
    Zihao Wu
    ,
    Xiaowei Yu
    ,
    Zhengliang Liu
    ,
    Lei Guo
    ,
    Dajiang Zhu
    ,
    Tuo Zhang
    ,
    Dinggang Shen
    ,
    Tianming Liu
    , Xiang Li
  21. F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction
    MICCAI 2024 ·
    Zhibin He
    ,
    Wuyang Li
    ,
    Yu Jiang
    ,
    Zhihao Peng
    ,
    Pengyu Wang
    , Xiang Li,
    Tianming Liu
    ,
    Junwei Han
    ,
    Tuo Zhang
    ,
    Yixuan Yuan
  22. Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation
    ACL 2024 ·
    Wenting Chen
    ,
    Linlin Shen
    ,
    Jingyang Lin
    ,
    Jiebo Luo
    , Xiang Li,
    Yixuan Yuan
  23. Hallucination Index: An Image Quality Metric for Generative Reconstruction Models
    MICCAI 2024 ·
    Matthew Tivnan
    ,
    Siyeop Yoon
    ,
    Zhennong Chen
    , Xiang Li,
    Dufan Wu
    ,
    Quanzheng Li
  24. KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction
    ACL 2024 ·
    Zixuan Li
    ,
    Yutao Zeng
    ,
    Yuxin Zuo
    ,
    Weicheng Ren
    ,
    Wenxuan Liu
    ,
    Miao Su
    ,
    Yucan Guo
    ,
    Yantao Liu
    , Xiang Li,
    Zhilei Hu
    ,
    Long Bai
    ,
    Wei Li
    ,
    Yidan Liu
    ,
    Pan Yang
    ,
    Xiaolong Jin
    ,
    Jiafeng Guo
    ,
    Xueqi Cheng
  25. Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
    MICCAI 2024 ·
    Wenting Chen
    ,
    Pengyu Wang
    ,
    Hui Ren
    ,
    Lichao Sun
    ,
    Quanzheng Li
    ,
    Yixuan Yuan
    , Xiang Li
  26. P-Shapley: Shapley Values on Probabilistic Classifiers
    VLDB 2024 ·
    Haocheng Xia
    , Xiang Li,
    Junyuan Pang
    ,
    Jinfei Liu
    ,
    Kui Ren
    ,
    Li Xiong
  27. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    , Xiang Li,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  28. Temporal-Spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of Cine CMR Segmentation
    MICCAI 2024 ·
    Zhennong Chen
    ,
    Sekeun Kim
    ,
    Hui Ren
    ,
    Quanzheng Li
    , Xiang Li
  29. Visual In-Context Learning for Large Vision-Language Models
    ACL 2024 ·
    Yucheng Zhou
    , Xiang Li,
    Qianning Wang
    ,
    Jianbing Shen
  30. Volumetric Conditional Score-Based Residual Diffusion Model for PET/MR Denoising
    MICCAI 2024 ·
    Siyeop Yoon
    ,
    Matthew Tivnan
    ,
    Rui Hu
    ,
    Yuang Wang
    ,
    Young-Don Son
    ,
    Dufan Wu
    , Xiang Li,
    Kyungsang Kim
    ,
    Quanzheng Li