PPaperPicks

Sheng Liu

15 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2ACL ×2ICLR ×2ICML ×2IROS ×2NeurIPS ×2AISTATS ×1ICRA ×1WWW ×1

Frequent coauthors

James Y. Zou
×7
Haotian Ye
×4
Juncheng Wu
×2
Lei Xing
×2
Yuyin Zhou
×2
Zhaowei Liu
×1
Weiqing Yan
×1
Peng Song
×1
Yongchao Song
×1
Rufei Gao
×1
Pan Lu
×1
Bowen Chen
×1

Papers

  1. ATGFB-MFF: Adaptive Text-Guided Fiber Bundle Feature Fusion with LLMs for Multimodal Sentiment Analysis and Emotion Recognition in Conversations
    WWW 2026 ·
    Zhaowei Liu
    , Sheng Liu,
    Weiqing Yan
    ,
    Peng Song
    ,
    Yongchao Song
    ,
    Rufei Gao
  2. OctoTools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning
    ACL 2026 ·
    Pan Lu
    ,
    Bowen Chen
    , Sheng Liu,
    Rahul Thapa
    ,
    Joseph Boen
    ,
    James Zou
  3. SpatialLogic-Bench: A Diagnostic Benchmark for Task-Oriented Spatiotemporal Reasoning
    AAAI 2026 ·
    Xiaoda Yang
    ,
    Shenzhou Gao
    ,
    Can Wang
    ,
    Jiahe Zhang
    ,
    Menglan Tang
    ,
    Jingyang Xue
    , Sheng Liu,
    Peijian Zhang
    ,
    Yao Mu
    ,
    Xiangyu Yue
  4. ViLL-E: Video LLM Embeddings for Retrieval
    ACL 2026 ·
    Rohit Gupta
    ,
    Jayakrishnan Unnikrishnan
    ,
    Fan Fei
    , Sheng Liu,
    Son Tran
    ,
    Mubarak Shah
  5. Data Reconstruction Attacks and Defenses: A Systematic Evaluation
    AISTATS 2025 · Sheng Liu,
    Zihan Wang
    ,
    Yuxiao Chen
    ,
    Qi Lei
  6. MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
    ICLR 2025 ·
    Yunfei Xie
    ,
    Ce Zhou
    ,
    Lang Gao
    ,
    Juncheng Wu
    ,
    Xianhang Li
    ,
    Hong-Yu Zhou
    , Sheng Liu,
    Lei Xing
    ,
    James Zou
    ,
    Cihang Xie
    ,
    Yuyin Zhou
  7. More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
    NeurIPS 2025 ·
    Zhongxing Xu
    ,
    Chengzhi Liu
    ,
    Qingyue Wei
    ,
    Juncheng Wu
    ,
    James Y. Zou
    ,
    Xin Wang
    ,
    Yuyin Zhou
    , Sheng Liu
  8. OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition
    AAAI 2025 ·
    Yiheng Yu
    , Sheng Liu,
    Yuan Feng
    ,
    Min Xu
    ,
    Zhelun Jin
    ,
    Xuhua Yang
  9. Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
    ICLR 2025 · Sheng Liu,
    Haotian Ye
    ,
    James Zou
  10. Two-dimensional Trajectory Tracking of a Magnetic Continuum Robot by Optimal Magnet Manipulation
    IROS 2025 ·
    Lijun Hao
    ,
    Tangwen Yang
    ,
    Jiamiao Gong
    , Sheng Liu,
    Zhe Zheng
  11. VISO-Grasp: Vision-Language Informed Spatial Object-centric 6-DoF Active View Planning and Grasping in Clutter and Invisibility
    IROS 2025 ·
    Yitian Shi
    ,
    Di Wen
    ,
    Guanqi Chen
    ,
    Edgar Welte
    , Sheng Liu,
    Kunyu Peng
    ,
    Rainer Stiefelhagen
    ,
    Rania Rayyes
  12. Design and Fabrication of a Novel Miniature Magnetic Gripper
    ICRA 2024 ·
    Mengde Li
    ,
    Fuqiang Zhao
    ,
    Xiangli Li
    ,
    Mingchang Li
    , Sheng Liu,
    Miao Li
  13. In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
    ICML 2024 · Sheng Liu,
    Haotian Ye
    ,
    Lei Xing
    ,
    James Y. Zou
  14. Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
    ICML 2024 ·
    Weixin Liang
    ,
    Zachary Izzo
    ,
    Yaohui Zhang
    ,
    Haley Lepp
    ,
    Hancheng Cao
    ,
    Xuandong Zhao
    ,
    Lingjiao Chen
    ,
    Haotian Ye
    , Sheng Liu,
    Zhi Huang
    ,
    Daniel A. McFarland
    ,
    James Y. Zou
  15. TFG: Unified Training-Free Guidance for Diffusion Models
    NeurIPS 2024 ·
    Haotian Ye
    ,
    Haowei Lin
    ,
    Jiaqi Han
    ,
    Minkai Xu
    , Sheng Liu,
    Yitao Liang
    ,
    Jianzhu Ma
    ,
    James Y. Zou
    ,
    Stefano Ermon