Sheng Liu

Venues

Frequent coauthors

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

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2. OctoTools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning
   ACL 2026 ·

   Pan Lu

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3. SpatialLogic-Bench: A Diagnostic Benchmark for Task-Oriented Spatiotemporal Reasoning
   AAAI 2026 ·

   Xiaoda Yang

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4. ViLL-E: Video LLM Embeddings for Retrieval
   ACL 2026 ·

   Rohit Gupta

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5. Data Reconstruction Attacks and Defenses: A Systematic Evaluation
   AISTATS 2025 · Sheng Liu
6. MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
   ICLR 2025 ·

   Yunfei Xie

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7. More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
   NeurIPS 2025 ·

   Zhongxing Xu

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8. OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition
   AAAI 2025 ·

   Yiheng Yu

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9. Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
   ICLR 2025 · Sheng Liu
10. Two-dimensional Trajectory Tracking of a Magnetic Continuum Robot by Optimal Magnet Manipulation
    IROS 2025 ·

    Lijun Hao

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11. VISO-Grasp: Vision-Language Informed Spatial Object-centric 6-DoF Active View Planning and Grasping in Clutter and Invisibility
    IROS 2025 ·

    Yitian Shi

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12. Design and Fabrication of a Novel Miniature Magnetic Gripper
    ICRA 2024 ·

    Mengde Li

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13. In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
    ICML 2024 · Sheng Liu
14. Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
    ICML 2024 ·

    Weixin Liang

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15. TFG: Unified Training-Free Guidance for Diffusion Models
    NeurIPS 2024 ·

    Haotian Ye

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