PPaperPicks

Xin Li

University at Albany, NY, USA

20 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2067-2763 ↗Homepage ↗

Venues

AAAI ×5CVPR ×4ACM MM ×3NeurIPS ×3IJCAI ×2ACL ×1ECCV ×1WACV ×1

Frequent coauthors

Ming-Ching Chang
×7
Weisheng Dong
×6
Fangfang Wu
×5
Guangming Shi
×5
Tao Huang
×4
Jun-Wei Hsieh
×4
Zhenfei Zhang
×3
Chen Qian
×2
Chuan Shi
×2
Cheng Yang
×2
Kun Sun
×2
Chang Tang
×2

Papers

  1. MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing
    ACL 2026 ·
    Yang Liu
    ,
    Jinxuan Cai
    ,
    Yishen Li
    ,
    Qi Meng
    ,
    Zedi Liu
    , Xin Li,
    Chen Qian
    ,
    Chuan Shi
    ,
    Cheng Yang
  2. SGAT: Learning Feature Matching with Singularity-enhanced Graph Attention Network
    AAAI 2026 ·
    Yizhuo Zhang
    ,
    Kun Sun
    ,
    Chang Tang
    ,
    Yuanyuan Liu
    , Xin Li
  3. A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations Using Semantic Significance
    WACV 2025 ·
    Yuwei Chen
    ,
    Ming-Ching Chang
    ,
    Matthias Kirchner
    ,
    Zhenfei Zhang
    , Xin Li,
    Arslan Basharat
    ,
    Anthony Hoogs
  4. Beyond Visual Quality: Fidelity-Oriented Diffusion Model for Real-world Image Super-Resolution
    ACM MM 2025 ·
    Zhenxuan Fang
    ,
    Shuaibo Wang
    ,
    Weisheng Dong
    ,
    Junwei Xu
    ,
    Fangfang Wu
    , Xin Li,
    Guangming Shi
  5. Exploring Global Correlations via Polarity Memory for Multispectral Demosaicing
    ACM MM 2025 ·
    Mengzu Liu
    ,
    Junwei Xu
    ,
    Tao Huang
    ,
    Fangfang Wu
    ,
    Le Dong
    , Xin Li,
    Weisheng Dong
  6. Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes
    CVPR 2025 ·
    Zhou Yang
    ,
    Mingtao Feng
    ,
    Tao Huang
    ,
    Fangfang Wu
    ,
    Weisheng Dong
    , Xin Li,
    Guangming Shi
  7. Parameterized Blur Kernel Prior Learning for Local Motion Deblurring
    CVPR 2025 ·
    Zhenxuan Fang
    ,
    Fangfang Wu
    ,
    Tao Huang
    ,
    Le Dong
    ,
    Weisheng Dong
    , Xin Li,
    Guangming Shi
  8. PatternCIR Benchmark and TisCIR: Advancing Zero-Shot Composed Image Retrieval in Remote Sensing
    IJCAI 2025 ·
    Zhechun Liang
    ,
    Tao Huang
    ,
    Fangfang Wu
    ,
    Shiwen Xue
    ,
    Zhenyu Wang
    ,
    Weisheng Dong
    , Xin Li,
    Guangming Shi
  9. RLMiniStyler: Light-weight RL Style Agent for Arbitrary Sequential Neural Style Generation
    IJCAI 2025 ·
    Jing Hu
    ,
    Chengming Feng
    ,
    Shu Hu
    ,
    Ming-Ching Chang
    , Xin Li,
    Xi Wu
    ,
    Xin Wang
  10. TPDepth: Leveraging Text Prompts with ControlNet to Boost Diffusion-based Depth Estimation
    ACM MM 2025 ·
    Yu Liu
    ,
    Kun Sun
    ,
    Chang Tang
    ,
    Yuhua Qian
    , Xin Li
  11. Training-Free Image Manipulation Localization Using Diffusion Models
    AAAI 2025 ·
    Zhenfei Zhang
    ,
    Ming-Ching Chang
    , Xin Li
  12. CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos
    NeurIPS 2024 ·
    Trong-Thuan Nguyen
    ,
    Pha A. Nguyen
    , Xin Li,
    Jackson David Cothren
    ,
    Alper Yilmaz
    ,
    Khoa Luu
  13. Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics
    CVPR 2024 ·
    Shan Jia
    ,
    Reilin Lyu
    ,
    Kangran Zhao
    ,
    Yize Chen
    ,
    Zhiyuan Yan
    ,
    Yan Ju
    ,
    Chuanbo Hu
    , Xin Li,
    Baoyuan Wu
    ,
    Siwei Lyu
  14. Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
    NeurIPS 2024 · Xin Li,
    Weize Chen
    ,
    Qizhi Chu
    ,
    Haopeng Li
    ,
    Zhaojun Sun
    ,
    Ran Li
    ,
    Chen Qian
    ,
    Yiwei Wei
    ,
    Chuan Shi
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
    ,
    Cheng Yang
  15. Image Manipulation Detection with Implicit Neural Representation and Limited Supervision
    ECCV 2024 ·
    Zhenfei Zhang
    ,
    Mingyang Li
    , Xin Li,
    Ming-Ching Chang
    ,
    Jun-Wei Hsieh
  16. Insect-Foundation: A Foundation Model and Large-Scale 1M Dataset for Visual Insect Understanding
    CVPR 2024 ·
    Hoang-Quan Nguyen
    ,
    Thanh-Dat Truong
    ,
    Xuan-Bac Nguyen
    ,
    Ashley Dowling
    , Xin Li,
    Khoa Luu
  17. Inverse Weight-Balancing for Deep Long-Tailed Learning
    AAAI 2024 ·
    Wenqi Dang
    ,
    Zhou Yang
    ,
    Weisheng Dong
    , Xin Li,
    Guangming Shi
  18. MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
    NeurIPS 2024 ·
    Yuming Zhang
    ,
    Jun-Wei Hsieh
    , Xin Li,
    Ming-Ching Chang
    ,
    Chun-Chieh Lee
    ,
    Kuo-Chin Fan
  19. Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention
    AAAI 2024 ·
    Ying-Yu Chen
    ,
    Jun-Wei Hsieh
    , Xin Li,
    Ming-Ching Chang
  20. SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking
    AAAI 2024 ·
    Yu-Hsiang Wang
    ,
    Jun-Wei Hsieh
    ,
    Ping-Yang Chen
    ,
    Ming-Ching Chang
    ,
    Hung-Hin So
    , Xin Li