PPaperPicks

Jia Liu

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

Venues

Frequent coauthors

Peijie Jiang
×7
Xuming Hu
×7
Yibo Yan
×5
Shuliang Liu
×3
Aiwei Liu
×3
Zujie Wen
×3
Wenqiang Lei
×3
Junzhuo Li
×2
Zheng Qi
×2
He Geng
×2
Xin Zou
×2
Kening Zheng
×2

Papers

  1. Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design
    ACL 2026 ·
    Junzhuo Li
    ,
    Peijie Jiang
    ,
    Changxin Tian
    , Jia Liu,
    Zhiqiang Zhang
    ,
    Xuming Hu
  2. A Soft Active Surface Gripper for Safe In Hand Manipulation of Fragile Objects
    IROS 2025 ·
    Sheng Xiang
    ,
    Jiahao Li
    ,
    Yinqi Zhang
    ,
    Zhong Wei
    , Jia Liu,
    Yang Yang
  3. A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models
    ACL 2025 ·
    Shuliang Liu
    ,
    Hongyi Liu
    ,
    Aiwei Liu
    ,
    Bingchen Duan
    ,
    Zheng Qi
    ,
    Yibo Yan
    ,
    He Geng
    ,
    Peijie Jiang
    , Jia Liu,
    Xuming Hu
  4. Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
    ACL 2025 ·
    Junzhuo Li
    ,
    Bo Wang
    ,
    Xiuze Zhou
    ,
    Peijie Jiang
    , Jia Liu,
    Xuming Hu
  5. Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
    EMNLP 2025 ·
    Yunkai Dang
    ,
    Mengxi Gao
    ,
    Yibo Yan
    ,
    Xin Zou
    ,
    Yanggan Gu
    ,
    Jungang Li
    ,
    Jingyu Wang
    ,
    Peijie Jiang
    ,
    Aiwei Liu
    , Jia Liu,
    Xuming Hu
  6. ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization
    NeurIPS 2025 ·
    Bo Du
    ,
    Xuekang Zhu
    ,
    Xiaochen Ma
    ,
    Chenfan Qu
    ,
    Kaiwen Feng
    ,
    Zhe Yang
    ,
    Chi-Man Pun
    , Jia Liu,
    Ji-Zhe Zhou
  7. In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning
    AAAI 2025 ·
    Songjun Tu
    ,
    Jingbo Sun
    ,
    Qichao Zhang
    ,
    Yaocheng Zhang
    , Jia Liu,
    Ke Chen
    ,
    Dongbin Zhao
  8. Learning Complexity of Gradient Descent and Conjugate Gradient Algorithms
    AAAI 2025 ·
    Xianqi Jiao
    , Jia Liu,
    Zhiping Chen
  9. Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
    ICML 2025 ·
    Xin Zou
    ,
    Yizhou Wang
    ,
    Yibo Yan
    ,
    Yuanhuiyi Lyu
    ,
    Kening Zheng
    ,
    Sirui Huang
    ,
    Junkai Chen
    ,
    Peijie Jiang
    , Jia Liu,
    Chang Tang
    ,
    Xuming Hu
  10. Marker-Less Head Pose Tracking for Image-Guided Cerebral Artery Navigation
    MICCAI 2025 ·
    Qiuying Wang
    ,
    Pandeng Zhang
    ,
    Dewei Chen
    ,
    Hao Tang
    ,
    Chang Liu
    , Jia Liu
  11. RediI: Test Infrastructure to Enable Deterministic Reproduction of Failures for Distributed Systems
    ICSE 2025 ·
    Yang Feng
    ,
    Zheyuan Lin
    ,
    Dongchen Zhao
    ,
    Mengbo Zhou
    , Jia Liu,
    James A. Jones
  12. SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
    ACL 2025 ·
    Junkai Chen
    ,
    Zhijie Deng
    ,
    Kening Zheng
    ,
    Yibo Yan
    ,
    Shuliang Liu
    ,
    PeiJun Wu
    ,
    Peijie Jiang
    , Jia Liu,
    Xuming Hu
  13. Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine
    AAAI 2025 ·
    Xiaoshuang Huang
    ,
    Lingdong Shen
    , Jia Liu,
    Fangxin Shang
    ,
    Hongxiang Li
    ,
    Haifeng Huang
    ,
    Yehui Yang
  14. Ultra High-Resolution Image Inpainting with Patch-Based Content Consistency Adapter
    ICCV 2025 ·
    Jianhui Zhang
    ,
    Sheng Cheng
    ,
    Qirui Sun
    , Jia Liu,
    Wang Luyang
    ,
    Chaoyu Feng
    ,
    Chen Fang
    ,
    Lei Lei
    ,
    Jue Wang
    ,
    Shuaicheng Liu
  15. VLA-Mark: A cross modal watermark for large vision-language alignment models
    EMNLP 2025 ·
    Shuliang Liu
    ,
    Zheng Qi
    ,
    Jesse Jiaxi Xu
    ,
    Yibo Yan
    ,
    Junyan Zhang
    ,
    He Geng
    ,
    Aiwei Liu
    ,
    Peijie Jiang
    , Jia Liu,
    Yik-Cheung Tam
    ,
    Xuming Hu
  16. CARE: A Clue-guided Assistant for CSRs to Read User Manuals
    ACL 2024 ·
    Weihong Du
    , Jia Liu,
    Zujie Wen
    ,
    Dingnan Jin
    ,
    Hongru Liang
    ,
    Wenqiang Lei
  17. DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency
    AAAI 2024 ·
    Wenfang Yao
    ,
    Kejing Yin
    ,
    William K. Cheung
    , Jia Liu,
    Jing Qin
  18. EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
    EMNLP 2024 ·
    Ziyuan Zhuang
    ,
    Zhiyang Zhang
    ,
    Sitao Cheng
    ,
    Fangkai Yang
    , Jia Liu,
    Shujian Huang
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
    ,
    Qi Zhang
  19. Multi-granularity Correspondence Learning from Long-term Noisy Videos
    ICLR 2024 ·
    Yijie Lin
    ,
    Jie Zhang
    ,
    Zhenyu Huang
    , Jia Liu,
    Zujie Wen
    ,
    Xi Peng
  20. Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning
    NAACL 2024 ·
    Yanhui Guo
    ,
    Shaoyuan Xu
    ,
    Jinmiao Fu
    , Jia Liu,
    Chaosheng Dong
    ,
    Bryan Wang
  21. STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents
    ACL 2024 ·
    Yue Chen
    ,
    Chen Huang
    ,
    Yang Deng
    ,
    Wenqiang Lei
    ,
    Dingnan Jin
    , Jia Liu,
    Tat-Seng Chua
  22. SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field
    AAAI 2024 ·
    Ru Li
    , Jia Liu,
    Guanghui Liu
    ,
    Shengping Zhang
    ,
    Bing Zeng
    ,
    Shuaicheng Liu
  23. Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation
    EMNLP 2024 ·
    Tong Zhang
    ,
    Chen Huang
    ,
    Yang Deng
    ,
    Hongru Liang
    , Jia Liu,
    Zujie Wen
    ,
    Wenqiang Lei
    ,
    Tat-Seng Chua