PPaperPicks

Jian Chen

South China University of Technology, School of Software Engineering, Guangzhou, China

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4769-1526 ↗Homepage ↗

Venues

AAAI ×7ACM MM ×2IJCAI ×2ACL ×1ICDE ×1ICLR ×1UAI ×1WWW ×1

Frequent coauthors

Wei Wang
×6
Xiping Hu
×6
Yong Guo
×3
Yile Chen
×2
Zeyi Wen
×2
Yuxuan Hu
×2
Chengming Li
×2
Wenbo Li
×2
Runhao Zeng
×2
Junxin Chen
×2
Han Liu
×2
Haolin Pan
×2

Papers

  1. A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning
    AAAI 2026 ·
    Yile Chen
    ,
    Zeyi Wen
    , Jian Chen,
    Jin Huang
  2. Emotion and Intention Guided Multi-Modal Learning for Sticker Response Selection
    AAAI 2026 ·
    Yuxuan Hu
    , Jian Chen,
    Yuhao Wang
    ,
    Zixuan Li
    ,
    Jing Xiong
    ,
    Pengyue Jia
    ,
    Wei Wang
    ,
    Chengming Li
    ,
    Xiangyu Zhao
  3. FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training
    AAAI 2026 ·
    Fuhan Cai
    ,
    Yong Guo
    ,
    Jie Li
    ,
    Wenbo Li
    , Jian Chen,
    Xiangzhong Fang
  4. NaVLA$2$: A Vision-Language-Audio-Action Model for Multimodal Instruction Navigation
    AAAI 2026 ·
    Jugang Fan
    ,
    Peihao Chen
    ,
    Changhao Li
    ,
    Qing Du
    , Jian Chen,
    Mingkui Tan
  5. Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models
    AAAI 2026 ·
    Ying Peng
    ,
    Hongsen Ye
    ,
    Changxin Huang
    ,
    Xiping Hu
    , Jian Chen,
    Runhao Zeng
  6. Sustainable and Responsible ECG-Based AI Diagnostics: Masked Frequency Reconstruction with Peak-Aware Transformers
    WWW 2026 ·
    Wei Wang
    , Jian Chen,
    Junxin Chen
    ,
    Zeling Xu
    ,
    Yuntao Zou
    ,
    Henry H. Y. Tong
  7. Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing
    ACL 2026 ·
    Wenhao Yuan
    ,
    Chenchen Lin
    , Jian Chen,
    Jinfeng Xu
    ,
    Xuehe Wang
    ,
    Edith Cheuk-Han Ngai
  8. DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction
    IJCAI 2025 · Jian Chen,
    Xiaoru Dong
    ,
    Wei Wang
    ,
    Shaorui Zhou
    ,
    Lequan Yu
    ,
    Xiping Hu
  9. ECG2TOK: ECG Pre-Training with Self-Distillation Semantic Tokenizers
    IJCAI 2025 ·
    Xiaoyan Yuan
    ,
    Wei Wang
    ,
    Han Liu
    , Jian Chen,
    Xiping Hu
  10. Federated Rényi Fair Inference in Federated Heterogeneous System
    UAI 2025 ·
    Zhiyong Ma
    ,
    Yuanjie Shi
    ,
    Yan Yan
    , Jian Chen
  11. Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher
    ICLR 2025 ·
    Yong Guo
    ,
    Shulian Zhang
    ,
    Haolin Pan
    ,
    Jing Liu
    ,
    Yulun Zhang
    , Jian Chen
  12. Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers
    AAAI 2025 ·
    Qi Deng
    ,
    Shuaicheng Niu
    ,
    Ronghao Zhang
    ,
    Yaofo Chen
    ,
    Runhao Zeng
    , Jian Chen,
    Xiping Hu
  13. MGHFT: Multi-Granularity Hierarchical Fusion Transformer for Cross-Modal Sticker Emotion Recognition
    ACM MM 2025 · Jian Chen,
    Yuxuan Hu
    ,
    Haifeng Lu
    ,
    Wei Wang
    ,
    Min Yang
    ,
    Chengming Li
    ,
    Xiping Hu
  14. Restabilizing Diffusion Models with Predictive Noise Fusion Strategy for Image Super-Resolution
    AAAI 2025 ·
    Luoqian Jiang
    ,
    Yong Guo
    ,
    Bingna Xu
    ,
    Haolin Pan
    ,
    Jiezhang Cao
    ,
    Wenbo Li
    , Jian Chen
  15. Enhancing the Performance of Bandit-based Hyperparameter Optimization
    ICDE 2024 ·
    Yile Chen
    ,
    Zeyi Wen
    , Jian Chen,
    Jin Huang
  16. TGCA-PVT: Topic-Guided Context-Aware Pyramid Vision Transformer for Sticker Emotion Recognition
    ACM MM 2024 · Jian Chen,
    Wei Wang
    ,
    Yuzhu Hu
    ,
    Junxin Chen
    ,
    Han Liu
    ,
    Xiping Hu