PPaperPicks

Jiamou Liu

The University of Auckland, New Zealand

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

DBLP profile ↗ORCID 0000-0002-0824-0899 ↗Homepage ↗

Venues

AAAI ×5AAMAS ×4ACL ×4ECAI ×2WWW ×2EMNLP ×1ICDE ×1IJCAI ×1NeurIPS ×1

Frequent coauthors

Michael Witbrock
×6
Yang Chen
×5
Kaiqi Zhao
×4
Mengxiao Zhang
×4
Libo Zhang
×4
Gaël Gendron
×4
Zijian Zhang
×3
Xianda Zheng
×3
Paul Denny
×3
Wu Chen
×3
Shuangyan Deng
×2
Zhirui Zeng
×2

Papers

  1. CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection
    AAAI 2026 ·
    Shuangyan Deng
    ,
    Zhongsheng Wang
    ,
    Rui Mao
    ,
    Ciprian Doru Giurcaneanu
    , Jiamou Liu
  2. Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework
    WWW 2026 ·
    Zhaoqi Wang
    ,
    Daqing He
    ,
    Zijian Zhang
    ,
    Ye Liu
    , Jiamou Liu,
    Zhirui Zeng
    ,
    Zhan Qin
    ,
    Zhen Li
    ,
    Xin Li
    ,
    Hongwei Yao
    ,
    Jincheng An
    ,
    Yong Liu
    ,
    Yi Li
    ,
    Qi Sun
    ,
    Xiulei Liu
    ,
    Liehuang Zhu
  3. Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts
    ACL 2026 ·
    Xianda Zheng
    ,
    Zijian Huang
    ,
    Meng-Fen Chiang
    , Jiamou Liu,
    Yuan Fang
    ,
    Michael J. Witbrock
    ,
    Kaiqi Zhao
  4. Multi-source Multi-level Multi-token Ethereum Dataset and Benchmark Platform
    WWW 2026 ·
    Haoyuan Li
    ,
    Mengxiao Zhang
    ,
    Maoyuan Li
    ,
    Jianzheng Li
    ,
    Zijian Zhang
    ,
    Junyi Yang
    ,
    Shuangyan Deng
    , Jiamou Liu
  5. Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation
    EMNLP 2025 ·
    Yuanchi Ma
    , Jiamou Liu,
    Hui He
    ,
    Libo Zhang
    ,
    Haoyuan Li
    ,
    Zhendong Niu
  6. Data Pricing for Graph Neural Networks without Pre-purchased Inspection
    AAMAS 2025 ·
    Yiping Liu
    ,
    Mengxiao Zhang
    , Jiamou Liu,
    Song Yang
  7. Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models
    AAAI 2025 ·
    Qiming Bao
    ,
    Juho Leinonen
    ,
    Alex Yuxuan Peng
    ,
    Wanjun Zhong
    ,
    Gaël Gendron
    ,
    Timothy Pistotti
    ,
    Alice Huang
    ,
    Paul Denny
    ,
    Michael Witbrock
    , Jiamou Liu
  8. Learning Verified Safe Neural Network Controllers for Multi-Agent Path Finding
    AAAI 2025 ·
    Mingyue Zhang
    ,
    Nianyu Li
    ,
    Yi Chen
    ,
    Jialong Li
    ,
    Xiaoyi Zhang
    ,
    Hengjun Zhao
    , Jiamou Liu,
    Wu Chen
  9. S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems
    ACL 2025 ·
    Zhirui Zeng
    , Jiamou Liu,
    Meng-Fen Chiang
    ,
    Jialing He
    ,
    Zijian Zhang
  10. SFedRec: A Federated Learning Framework for Dynamic Session-based Recommendation
    AAMAS 2025 ·
    Hexiao Zhang
    ,
    Yanni Tang
    , Jiamou Liu,
    Wu Chen
  11. Situational-Constrained Sequential Resources Allocation via Reinforcement Learning
    IJCAI 2025 ·
    Libo Zhang
    ,
    Yang Chen
    ,
    Toru Takisaka
    ,
    Kaiqi Zhao
    ,
    Weidong Li
    , Jiamou Liu
  12. Trust Region Reward Optimization and Proximal Inverse Reward Optimization Algorithm
    NeurIPS 2025 ·
    Yang Chen
    ,
    Menglin Zou
    ,
    Jiaqi Zhang
    ,
    Yitan Zhang
    ,
    Junyi Yang
    ,
    Gaël Gendron
    ,
    Libo Zhang
    , Jiamou Liu,
    Michael Witbrock
  13. Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning
    ACL 2024 ·
    Qiming Bao
    ,
    Alex Yuxuan Peng
    ,
    Zhenyun Deng
    ,
    Wanjun Zhong
    ,
    Gaël Gendron
    ,
    Timothy Pistotti
    ,
    Neset Tan
    ,
    Nathan Young
    ,
    Yang Chen
    ,
    Yonghua Zhu
    ,
    Paul Denny
    ,
    Michael Witbrock
    , Jiamou Liu
  14. Balancing Efficiency with Equality: Auction Design with Group Fairness Concerns
    ECAI 2024 ·
    Fengjuan Jia
    ,
    Mengxiao Zhang
    , Jiamou Liu,
    Bakh Khoussainov
  15. Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks
    AAMAS 2024 ·
    Gaël Gendron
    ,
    Yang Chen
    ,
    Mitchell Rogers
    ,
    Yiping Liu
    ,
    Mihailo Azhar
    ,
    Shahrokh Heidari
    ,
    David Arturo Soriano Valdez
    ,
    Kobe Knowles
    ,
    Padriac O'Leary
    ,
    Simon Eyre
    ,
    Michael Witbrock
    ,
    Gillian Dobbie
    , Jiamou Liu,
    Patrice Delmas
  16. Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy
    AAAI 2024 ·
    Lin Ni
    ,
    Sijie Wang
    ,
    Zeyu Zhang
    ,
    Xiaoxuan Li
    ,
    Xianda Zheng
    ,
    Paul Denny
    , Jiamou Liu
  17. Memory-Based Resilient Control Against Non-cooperation in Multi-agent Flocking
    AAMAS 2024 ·
    Mingyue Zhang
    ,
    Nianyu Li
    ,
    Jialong Li
    ,
    Jiachun Liao
    , Jiamou Liu
  18. Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables
    AAAI 2024 ·
    Yang Chen
    ,
    Xiao Lin
    ,
    Bo Yan
    ,
    Libo Zhang
    , Jiamou Liu,
    Neset Özkan Tan
    ,
    Michael Witbrock
  19. Meta-Mechanisms for Combinatorial Auctions over Social Networks
    ECAI 2024 ·
    Yuan Fang
    ,
    Mengxiao Zhang
    , Jiamou Liu,
    Bakh Khoussainov
  20. SKGSum: Structured Knowledge-Guided Document Summarization
    ACL 2024 ·
    Qiqi Wang
    ,
    Ruofan Wang
    ,
    Kaiqi Zhao
    ,
    Robert Amor
    ,
    Benjamin Liu
    , Jiamou Liu,
    Xianda Zheng
    ,
    Zijian Huang
  21. TP-GNN: Continuous Dynamic Graph Neural Network for Graph Classification
    ICDE 2024 ·
    Jie Liu
    , Jiamou Liu,
    Kaiqi Zhao
    ,
    Yanni Tang
    ,
    Wu Chen