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Kaipeng Zhang

41 papers at tracked venues · 38 at CORE A* · active 2024–2026

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Venues

NeurIPS ×9ACL ×6ICLR ×6ICCV ×5ICML ×5AAAI ×3CVPR ×3EMNLP ×1IJCAI ×1NAACL ×1WWW ×1

Frequent coauthors

Pengfei Zhou
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Fanqing Meng
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Yefei He
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Zizhen Li
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Yue Yang
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Yuqi Lin
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Wenshuo Peng
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Yukang Feng
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Fanrui Zhang
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Kang He
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Mengzhao Chen
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Quanfeng Lu
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Papers

  1. LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
    ACL 2026 ·
    Yukang Feng
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  2. MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models
    AAAI 2026 ·
    Pengfei Zhou
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  3. MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences
    ACL 2026 ·
    Zizhen Li
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  4. Navigating Truth in Multimodal Fact-checking via Retrieval- and Reasoning-Enhanced Large Language Models
    WWW 2026 ·
    Fanrui Zhang
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  5. Uncertainty-Calibrated Elastic Alignment for Multimodal Sentiment Analysis with Missing Modalities
    ACL 2026 ·
    Kang He
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  6. Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
    ICLR 2025 ·
    Yue Yang
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  7. EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
    ACL 2025 ·
    Mengzhao Chen
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  8. GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
    ICCV 2025 ·
    Quanfeng Lu
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  9. InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles
    EMNLP 2025 ·
    Zizhen Li
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  10. LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
    ICCV 2025 ·
    Jiahao Wang
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  11. MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
    ICLR 2025 ·
    Fanqing Meng
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  12. MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification
    ACL 2025 ·
    Xu Zhao Pan
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  13. Neighboring Autoregressive Modeling for Efficient Visual Generation
    ICCV 2025 ·
    Yefei He
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  14. Neural-Driven Image Editing
    NeurIPS 2025 ·
    Pengfei Zhou
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  15. OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation
    CVPR 2025 ·
    Pengfei Zhou
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  16. ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for Mllm-Based Process Judges
    ICCV 2025 ·
    Jiaxin Ai
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  17. REPA Works Until It Doesn't: Early-Stopped, Holistic Alignment Supercharges Diffusion Training
    NeurIPS 2025 ·
    Ziqiao Wang
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  18. SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
    ICLR 2025 ·
    Yuqi Lin
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  19. Sekai: A Video Dataset towards World Exploration
    NeurIPS 2025 ·
    Zhen Li
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  20. TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts
    IJCAI 2025 ·
    Yuxuan Xie
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  21. To Think or Not To Think: A Study of Thinking in Rule-Based Visual Reinforcement Fine-Tuning
    NeurIPS 2025 ·
    Ming Li
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  22. Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
    ICML 2025 ·
    Fanqing Meng
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  23. ZipAR: Parallel Autoregressive Image Generation through Spatial Locality
    ICML 2025 ·
    Yefei He
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  24. ZipVL: Accelerating Vision-Language Models Through Dynamic Token Sparsity
    ICCV 2025 ·
    Yefei He
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  25. BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
    ICLR 2024 ·
    Peng Xu
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  26. ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning
    ACL 2024 ·
    Fanqing Meng
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  27. ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
    NeurIPS 2024 ·
    Shuo Liu
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  28. Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification
    AAAI 2024 ·
    Wenshuo Peng
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  29. DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model
    CVPR 2024 ·
    Lirui Zhao
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  30. Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
    NeurIPS 2024 ·
    Le Zhuo
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  31. MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
    ICML 2024 ·
    Kaining Ying
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  32. Needle In A Multimodal Haystack
    NeurIPS 2024 ·
    Weiyun Wang
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  33. OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
    ICLR 2024 ·
    Wenqi Shao
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  34. OneLLM: One Framework to Align All Modalities with Language
    CVPR 2024 ·
    Jiaming Han
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  35. Position: Towards Implicit Prompt For Text-To-Image Models
    ICML 2024 ·
    Yue Yang
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  36. Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
    NeurIPS 2024 ·
    Tianle Zhang
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  37. SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
    ICML 2024 ·
    Dongyang Liu
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  38. SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge
    NeurIPS 2024 ·
    Chuanhao Li
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  39. T3M: Text Guided 3D Human Motion Synthesis from Speech
    NAACL 2024 ·
    Wenshuo Peng
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  40. TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training
    AAAI 2024 ·
    Yuqi Lin
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  41. Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
    ICLR 2024 ·
    Ziyao Guo
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