Yi Liu

Venues

Frequent coauthors

Papers

1. AIM: Manifold-based Data Filtering for Representation Finetuning
   AAAI 2026 ·

   Qing Li

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2. Feedback to Reasoning: LLM-Assisted Molecular Optimization with Domain Feedback and Historical Reasoning
   ACL 2026 ·

   Wenhan Gao

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3. How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning
   ACL 2026 ·

   Haoyang Chen

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4. P-Aligner: Pre-Aligning LLMs via Principled Instruction Synthesis
   WWW 2026 ·

   Feifan Song

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5. Sortblock: Similarity-Aware Feature Reuse for Diffusion Model
   AAAI 2026 ·

   Hanqi Chen

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6. Synergizing Multigrid Algorithms with Vision Transformer: A Novel Approach to Enhance the Seismic Foundation Model
   AAAI 2026 ·

   Huiwen Wu

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7. Who Should I Trust? Explicit Confidence-Focused Multimodal Intent Recognition
   AAAI 2026 · Yi Liu
8. ATLANTIS: Weak-to-Strong Learning via Importance Sampling
   ACL 2025 · Yi Liu
9. Anatomy-Guided Multimodal Graph Networks for Alzheimer's Disease: Integrative Analysis of Cross-Modal Brain Connectivity Signatures
   MICCAI 2025 ·

   Wenzheng Hu

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10. CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation
    ICCV 2025 · Yi Liu
11. D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
    IJCAI 2025 ·

    Jia Zhang

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12. EMO-Avatar: An LLM-Agent-Orchestrated Framework for Multimodal Emotional Support in Human Animation
    ACM MM 2025 ·

    Keqi Chen

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13. Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space
    CVPR 2025 · Yi Liu
14. Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways
    CVPR 2025 · Yi Liu
15. Expanded SPAN for Efficient Super-Resolution
    CVPR 2025 ·

    Qing Wang

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16. Exploring Enhanced Contextual Information for Video-Level Object Tracking
    AAAI 2025 ·

    Ben Kang

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17. Large Language Models for Online Log Parsing in AIOps
    ICDAR 2025 ·

    Suqiong Zhang

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18. Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability
    NAACL 2025 ·

    Haonan Li

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19. Personality Prediction via Multimodal Fusion with Sentiment Analysis Enhancement
    ACM MM 2025 ·

    Xuerui Cheng

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20. PubSub-VFL: Towards Efficient Two-Party Split Learning in Heterogeneous Environments via Publisher/Subscriber Architecture
    NeurIPS 2025 · Yi Liu
21. PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
    ACL 2025 ·

    Kun Ouyang

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22. SUTrack: Towards Simple and Unified Single Object Tracking
    AAAI 2025 ·

    Xin Chen

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23. StereoINR: Cross-View Geometry Consistent Stereo Super Resolution with Implicit Neural Representation
    ACM MM 2025 · Yi Liu
24. Towards High Robust Vision-Language Large Models: Benchmark and Method
    ACM MM 2025 ·

    Minyi Zhao

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25. Towards Robust Basal Ganglia Segmentation in Ultra-Low-Field Pediatric MRI via an Optimized MS-TCNet
    MICCAI 2025 · Yi Liu
26. UltraMR-Enforce: A Unified Ensemble Framework for Enhancement of Ultra-Low-Field MRI
    MICCAI 2025 ·

    Xiaoyu Bai

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27. VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios
    EMNLP 2025 ·

    Minyi Zhao

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28. A Small and Fast BERT for Chinese Medical Punctuation Restoration
    InterSpeech 2024 ·

    Tongtao Ling

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29. Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions
    EMNLP 2024 ·

    Quan Liu

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30. Analysis of Differentially Private Synthetic Data: A Measurement Error Approach
    AAAI 2024 ·

    Yangdi Jiang

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31. CAMixerSR: Only Details Need More "Attention"
    CVPR 2024 ·

    Yan Wang

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32. DETRs Beat YOLOs on Real-time Object Detection
    CVPR 2024 ·

    Yian Zhao

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33. Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation
    ICRA 2024 ·

    Jiayi Ni

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34. HcaNet: Haze-concentration-aware Network for Real-scene Dehazing with Codebook Priors
    ACM MM 2024 · Yi Liu
35. Multi-Source Conformal Inference Under Distribution Shift
    ICML 2024 · Yi Liu
36. Neural Field Classifiers via Target Encoding and Classification Loss
    ICLR 2024 ·

    Xindi Yang

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37. Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs
    EMNLP 2024 ·

    Wenhua Cheng

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38. Tactile-Augmented Radiance Fields
    CVPR 2024 ·

    Yiming Dou

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39. TempCompass: Do Video LLMs Really Understand Videos?
    ACL 2024 ·

    Yuanxin Liu

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40. The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
    CVPR 2024 ·

    Bin Ren

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41. Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
    AAAI 2024 ·

    Kaibin Tian

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42. Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy
    ICML 2024 · Yi Liu
43. VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models
    ECCV 2024 ·

    Shicheng Li

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