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Yi Xin

12 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×5ICCV ×3NeurIPS ×2ACM MM ×1ICLR ×1

Frequent coauthors

Yuntao Du
×3
Mingcai Chen
×3
Le Zhuo
×3
Peng Gao
×3
Hongsheng Li
×3
Zhongwei Wan
×3
Siqi Luo
×3
Xiaohong Liu
×3
Junlong Du
×3
Haozhe Wang
×2
Renrui Zhang
×2
Yu Zhang
×2

Papers

  1. Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
    AAAI 2026 ·
    Yifan Jia
    ,
    Yuntao Du
    ,
    Kailin Jiang
    ,
    Yuyang Liang
    ,
    Qihan Ren
    , Yi Xin,
    Rui Yang
    ,
    Fenze Feng
    ,
    Mingcai Chen
    ,
    Hengyang Lu
    ,
    Haozhe Wang
    ,
    Xiaoye Qu
    ,
    Qian Li
    ,
    Dongrui Liu
  2. TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
    AAAI 2026 ·
    Victor Shea-Jay Huang
    ,
    Le Zhuo
    , Yi Xin,
    Zhaokai Wang
    ,
    Fu-Yun Wang
    ,
    Yuchi Wang
    ,
    Renrui Zhang
    ,
    Peng Gao
    ,
    Hongsheng Li
  3. D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
    ICLR 2025 ·
    Zhongwei Wan
    ,
    Xinjian Wu
    ,
    Yu Zhang
    , Yi Xin,
    Chaofan Tao
    ,
    Zhihong Zhu
    ,
    Xin Wang
    ,
    Siqi Luo
    ,
    Jing Xiong
    ,
    Longyue Wang
    ,
    Mi Zhang
  4. From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
    ICCV 2025 ·
    Le Zhuo
    ,
    Liangbing Zhao
    ,
    Sayak Paul
    ,
    Yue Liao
    ,
    Renrui Zhang
    , Yi Xin,
    Peng Gao
    ,
    Mohamed Elhoseiny
    ,
    Hongsheng Li
  5. Lumina-Image 2.0: a Unified and Efficient Image Generative Framework
    ICCV 2025 ·
    Qi Qin
    ,
    Le Zhuo
    , Yi Xin,
    Ruoyi Du
    ,
    Zhen Li
    ,
    Bin Fu
    ,
    Yiting Lu
    ,
    Xinyue Li
    ,
    Dongyang Liu
    ,
    Xiangyang Zhu
    ,
    Will Beddow
    ,
    Erwann Millon
    ,
    Victor Perez
    ,
    Wenhai Wang
    ,
    Yu Qiao
    ,
    Bo Zhang
    ,
    Xiaohong Liu
    ,
    Hongsheng Li
    ,
    Chang Xu
    ,
    Peng Gao
  6. PgM: Partitioner Guided Modal Learning Framework
    ACM MM 2025 ·
    Guimin Hu
    , Yi Xin,
    Lijie Hu
    ,
    Zhihong Zhu
    ,
    Hasti Seifi
  7. Robust Logit Adjustment for Learning with Long-Tailed Noisy Data
    AAAI 2025 ·
    Mingcai Chen
    ,
    Yuntao Du
    ,
    Wenyu Jiang
    ,
    Baoming Zhang
    ,
    Shuai Feng
    , Yi Xin,
    Chongjun Wang
  8. SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning
    NeurIPS 2025 ·
    Zhongwei Wan
    ,
    Zhihao Dou
    ,
    Che Liu
    ,
    Yu Zhang
    ,
    Dongfei Cui
    ,
    Qinjian Zhao
    ,
    Hui Shen
    ,
    Jing Xiong
    , Yi Xin,
    Yifan Jiang
    ,
    Chaofan Tao
    ,
    Yangfan He
    ,
    Mi Zhang
    ,
    Shen Yan
  9. TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning
    ICCV 2025 ·
    Siqi Luo
    ,
    Haoran Yang
    , Yi Xin,
    Mingyang Yi
    ,
    Guangyang Wu
    ,
    Guangtao Zhai
    ,
    Xiaohong Liu
  10. MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning
    AAAI 2024 · Yi Xin,
    Junlong Du
    ,
    Qiang Wang
    ,
    Ke Yan
    ,
    Shouhong Ding
  11. V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
    NeurIPS 2024 · Yi Xin,
    Siqi Luo
    ,
    Xuyang Liu
    ,
    Yuntao Du
    ,
    Haodi Zhou
    ,
    Xinyu Cheng
    ,
    Christina E. Lee
    ,
    Junlong Du
    ,
    Haozhe Wang
    ,
    Mingcai Chen
    ,
    Ting Liu
    ,
    Guimin Hu
    ,
    Zhongwei Wan
    ,
    Rongchao Zhang
    ,
    Aoxue Li
    ,
    Mingyang Yi
    ,
    Xiaohong Liu
  12. VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding
    AAAI 2024 · Yi Xin,
    Junlong Du
    ,
    Qiang Wang
    ,
    Zhiwen Lin
    ,
    Ke Yan