PPaperPicks

Junjie Wang

19 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

ACL ×4AAAI ×3ACM MM ×2CVPR ×1EMNLP ×1ICLR ×1ICML ×1IROS ×1MICCAI ×1NeurIPS ×1SIGKDD ×1WACV ×1WWW ×1

Frequent coauthors

Dan Yang
×4
Yue Shen
×4
Jinjie Gu
×4
Bin Kang
×4
Bin Chen
×4
Yulin Li
×4
Wen Zhang
×4
Binbin Hu
×3
Peng Wei
×3
Zhuotao Tian
×3
Huajun Chen
×3
Meixiu Long
×2

Papers

  1. GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs
    ACL 2026 ·
    Meixiu Long
    ,
    Duolin Sun
    ,
    Dan Yang
    ,
    Yihan Jiao
    ,
    Lei Liu
    ,
    Jiahai Wang
    ,
    Binbin Hu
    ,
    Yue Shen
    ,
    Jie Feng
    ,
    Zhehao Tan
    , Junjie Wang,
    Lianzhen Zhong
    ,
    Jian Wang
    ,
    Peng Wei
    ,
    Jinjie Gu
  2. ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection
    ACL 2026 ·
    Tao Liu
    ,
    Taiqiang Wu
    ,
    Runming Yang
    ,
    Shaoning Sun
    , Junjie Wang,
    Yujiu Yang
  3. SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization
    AAAI 2026 ·
    Zhixiong Zhao
    ,
    Fangxin Liu
    , Junjie Wang,
    Chenyang Guan
    ,
    Zongwu Wang
    ,
    Li Jiang
    ,
    Haibing Guan
  4. WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning
    ACL 2026 · Junjie Wang,
    Zequn Xie
    ,
    Dan Yang
    ,
    Jie Feng
    ,
    Yue Shen
    ,
    Duolin Sun
    ,
    Meixiu Long
    ,
    Yihan Jiao
    ,
    Zhehao Tan
    ,
    Jian Wang
    ,
    Peng Wei
    ,
    Jinjie Gu
  5. ASTER: Adaptive Dynamic Layer-Skipping for Efficient Transformer Inference via Markov Decision Process
    ACM MM 2025 ·
    Fangxin Liu
    , Junjie Wang,
    Ning Yang
    ,
    Zongwu Wang
    ,
    Junping Zhao
    ,
    Li Jiang
    ,
    Haibing Guan
  6. CalibCLIP: Contextual Calibration of Dominant Semantics for Text-Driven Image Retrieval
    ACM MM 2025 ·
    Bin Kang
    ,
    Bin Chen
    , Junjie Wang,
    Yulin Li
    ,
    Junzhi Zhao
    ,
    Junle Wang
    ,
    Zhuotao Tian
  7. DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
    CVPR 2025 · Junjie Wang,
    Bin Chen
    ,
    Yulin Li
    ,
    Bin Kang
    ,
    Yichi Chen
    ,
    Zhuotao Tian
  8. Improved mmFormer for Liver Fibrosis Staging via Missing-Modality Compensation
    MICCAI 2025 ·
    Zhejia Zhang
    , Junjie Wang,
    Le Zhang
  9. Latency Robust Cooperative Perception Using Asynchronous Feature Fusion
    WACV 2025 · Junjie Wang,
    Tomas Nordström
  10. Less Is More, but Where? Dynamic Token Compression via LLM-Guided Keyframe Prior
    NeurIPS 2025 ·
    Yulin Li
    ,
    Haokun Gui
    ,
    Ziyang Fan
    , Junjie Wang,
    Bin Kang
    ,
    Bin Chen
    ,
    Zhuotao Tian
  11. OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
    AAAI 2025 · Junjie Wang,
    Bin Chen
    ,
    Bin Kang
    ,
    Yulin Li
    ,
    Weizhi Xian
    ,
    Yichi Chen
    ,
    Yong Xu
  12. OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
    WWW 2025 ·
    Zhiqiang Liu
    ,
    Chengtao Gan
    , Junjie Wang,
    Yichi Zhang
    ,
    Zhongpu Bo
    ,
    Mengshu Sun
    ,
    Huajun Chen
    ,
    Wen Zhang
  13. Shape-Adaptive Planning and Control for a Deformable Quadrotor
    IROS 2025 ·
    Yuze Wu
    ,
    Zhichao Han
    ,
    Xuankang Wu
    ,
    Yuan Zhou
    , Junjie Wang,
    Zheng Fang
    ,
    Fei Gao
  14. TorchTitan: One-stop PyTorch native solution for production ready LLM pretraining
    ICLR 2025 ·
    Wanchao Liang
    ,
    Tianyu Liu
    ,
    Less Wright
    ,
    Will Constable
    ,
    Andrew Gu
    ,
    Chien-Chin Huang
    ,
    Iris Zhang
    ,
    Wei Feng
    ,
    Howard Huang
    , Junjie Wang,
    Sanket Purandare
    ,
    Gokul Nadathur
    ,
    Stratos Idreos
  15. TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
    AAAI 2025 ·
    Wen Zhang
    ,
    Long Jin
    ,
    Yushan Zhu
    ,
    Jiaoyan Chen
    ,
    Zhiwei Huang
    , Junjie Wang,
    Yin Hua
    ,
    Lei Liang
    ,
    Huajun Chen
  16. Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach
    ACL 2025 ·
    Yurong Wu
    ,
    Fangwen Mu
    ,
    Qiuhong Zhang
    ,
    Jinjing Zhao
    ,
    Xinrun Xu
    ,
    Lingrui Mei
    ,
    Yang Wu
    ,
    Lin Shi
    , Junjie Wang,
    Zhiming Ding
    ,
    Yiwei Wang
  17. Weakly-Supervised Contrastive Learning for Imprecise Class Labels
    ICML 2025 ·
    Zi-Hao Zhou
    , Junjie Wang,
    Tong Wei
    ,
    Min-Ling Zhang
  18. Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs
    SIGKDD 2024 · Junjie Wang,
    Dan Yang
    ,
    Binbin Hu
    ,
    Yue Shen
    ,
    Wen Zhang
    ,
    Jinjie Gu
  19. Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
    EMNLP 2024 · Junjie Wang,
    Mingyang Chen
    ,
    Binbin Hu
    ,
    Dan Yang
    ,
    Ziqi Liu
    ,
    Yue Shen
    ,
    Peng Wei
    ,
    Zhiqiang Zhang
    ,
    Jinjie Gu
    ,
    Jun Zhou
    ,
    Jeff Z. Pan
    ,
    Wen Zhang
    ,
    Huajun Chen