PPaperPicks

Yueting Zhuang

49 papers at tracked venues · 45 at CORE A* · active 2024–2026

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Venues

ACL ×13ACM MM ×8NeurIPS ×7CVPR ×4ICCV ×4ICML ×4AAAI ×3EMNLP ×3ICLR ×1IJCAI ×1WWW ×1

Frequent coauthors

Wenqi Zhang
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Minghe Gao
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Qifan Yu
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Zhiqi Ge
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Zhengxi Lu
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Haolei Xu
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Yuqian Yuan
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Tianwei Lin
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Kaihang Pan
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Dong Chen
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Yaoke Wang
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Jiale Chang
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Papers

  1. AHEAD: Attention Head Energy-Aware Dynamics for Hallucination Mitigation in MLLMs
    ACL 2026 ·
    Jiale Chang
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  2. Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
    ACL 2026 ·
    Wenqi Zhang
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  3. Experience-driven Multi-turn Reinforcement Learning for GUI Agents
    ACL 2026 ·
    Zhengxi Lu
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  4. GUI-G²: Gaussian Reward Modeling for GUI Grounding
    AAAI 2026 ·
    Fei Tang
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  5. MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
    ACL 2026 ·
    Jie Cao
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  6. Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts
    ACL 2026 ·
    Haolei Xu
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  7. Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs
    WWW 2026 ·
    Zhaoyu Fan
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  8. UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization
    ACL 2026 ·
    Zhengxi Lu
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  9. 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
    ICCV 2025 ·
    Wenqi Zhang
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  10. Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
    ACL 2025 ·
    Hongzhe Huang
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  11. AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
    CVPR 2025 ·
    Qifan Yu
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  12. Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program
    ICCV 2025 ·
    Minghe Gao
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  13. Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts
    ACM MM 2025 ·
    Xiangnan Chen
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  14. Counterfactual Evolution of Multimodal Datasets via Visual Programming
    NeurIPS 2025 ·
    Minghe Gao
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  15. EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World?
    NeurIPS 2025 ·
    Yuqian Yuan
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  16. EvolvedGRPO: Unlocking Reasoning in LVLMs via Progressive Instruction Evolution
    NeurIPS 2025 ·
    Zhebei Shen
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  17. EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model
    ACM MM 2025 ·
    Sijing Li
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  18. HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
    ICML 2025 ·
    Tianwei Lin
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  19. Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models
    AAAI 2025 ·
    Chutian Meng
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  20. Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
    ICCV 2025 ·
    Zhiqi Ge
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  21. Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
    NeurIPS 2025 ·
    Kaihang Pan
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  22. Let LRMs Break Free from Overthinking via Self-Braking Tuning
    NeurIPS 2025 ·
    Haoran Zhao
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  23. Logic Distillation: Learning from Code Function by Function for Decision-making Tasks
    IJCAI 2025 ·
    Dong Chen
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  24. Mastering Collaborative Multi-Modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness
    ICCV 2025 ·
    Qifan Yu
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  25. Meta-Reflection: A Feedback-Free Reflection Learning Framework
    ACL 2025 ·
    Yaoke Wang
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  26. Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
    NeurIPS 2025 ·
    Haolei Xu
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  27. Robust Modality-Incomplete Anomaly Detection: A Modality-Instructive Framework with Benchmark
    ACM MM 2025 ·
    Bingchen Miao
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  28. STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training
    CVPR 2025 ·
    Haiyi Qiu
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  29. SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation
    ACM MM 2025 ·
    Siqi Chen
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  30. TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition
    ACL 2025 ·
    Tianwei Lin
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  31. VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
    CVPR 2025 ·
    Yuqian Yuan
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  32. What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
    ICML 2025 ·
    Wendong Bu
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  33. Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
    ACL 2024 ·
    Wenqi Zhang
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  34. Auto-Encoding Morph-Tokens for Multimodal LLM
    ICML 2024 ·
    Kaihang Pan
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  35. Bridging Local Details and Global Context in Text-Attributed Graphs
    EMNLP 2024 ·
    Yaoke Wang
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  36. DEMON24: ACM MM24 Demonstrative Instruction Following Challenge
    ACM MM 2024 ·
    Zhiqi Ge
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  37. Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance
    AAAI 2024 ·
    Dong Chen
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  38. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback
    ACM MM 2024 ·
    Minghe Gao
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  39. Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales
    ACM MM 2024 ·
    Minghe Gao
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  40. Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
    ICLR 2024 ·
    Juncheng Li
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  41. HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
    CVPR 2024 ·
    Qifan Yu
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  42. Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning
    ACL 2024 ·
    Zeqi Tan
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  43. Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
    ICML 2024 ·
    Long Qian
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  44. Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
    EMNLP 2024 ·
    Wenqi Zhang
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  45. Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
    ACL 2024 ·
    Wenqi Zhang
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  46. T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text
    ACL 2024 ·
    Aoxiong Yin
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  47. TaskBench: Benchmarking Large Language Models for Task Automation
    NeurIPS 2024 ·
    Yongliang Shen
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  48. Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
    EMNLP 2024 ·
    Chang Zong
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  49. WorldGPT: Empowering LLM as Multimodal World Model
    ACM MM 2024 ·
    Zhiqi Ge
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