PPaperPicks

Jun Liu

Xi'an Jiaotong University, Shaanxi Provincial Key Laboratory of Big Data Knowledge Engineering, Xi'an, China

40 papers at tracked venues · 37 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6004-0675 ↗Homepage ↗

Venues

ACL ×14AAAI ×6NeurIPS ×4SIGIR ×4CVPR ×2EMNLP ×2WWW ×2ACM MM ×1ICDE ×1IJCAI ×1SIGKDD ×1SIGMOD ×1VLDB ×1

Frequent coauthors

Lingling Zhang
×19
Qika Lin
×12
Fangzhi Xu
×9
Xinyu Zhang
×8
Muye Huang
×8
Bifan Wei
×7
Tianzhe Zhao
×7
Wenjun Wu
×7
Jie Ma
×6
Lingyun Song
×5
Yudai Pan
×5
Yifei Li
×4

Papers

  1. AGTAO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality
    ACL 2026 ·
    Pengyu Li
    ,
    Lingling Zhang
    ,
    Zhitao Gao
    ,
    Yanrui Wu
    ,
    Yuxuan Dong
    ,
    Huan Liu
    ,
    Bifan Wei
    , Jun Liu
  2. CANDOR-Bench: Benchmarking In-Memory Continuous ANNS under Dynamic Open-World Streams [Experiments & Analysis]
    SIGMOD 2026 ·
    Mingqi Wang
    ,
    Junyao Dong
    ,
    Zhuoyan Wu
    , Jun Liu,
    Ruicheng Zhang
    ,
    Jianjun Zhao
    ,
    Ruipeng Wan
    ,
    Xinyan Lei
    ,
    Shuhao Zhang
    ,
    Bolong Zheng
    ,
    Haikun Liu
    ,
    Xiaofei Liao
    ,
    Hai Jin
  3. Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving
    ACL 2026 ·
    Xinyu Zhang
    ,
    Yuchen Wan
    ,
    Boxuan Zhang
    ,
    Zesheng Yang
    ,
    Lingling Zhang
    ,
    Bifan Wei
    , Jun Liu
  4. Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method
    SIGIR 2026 ·
    Tianzhe Zhao
    ,
    Jiaoyan Chen
    ,
    Shuxiu Zhang
    ,
    Haiping Zhu
    ,
    Qika Lin
    , Jun Liu
  5. GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines
    ACL 2026 ·
    Yumeng Fu
    ,
    Jiayin Zhu
    ,
    Lingling Zhang
    ,
    Wenjun Wu
    ,
    Bo Zhao
    ,
    Shaoxuan Ma
    ,
    Yushun Zhang
    , Jun Liu
  6. Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
    ACL 2026 ·
    Yifei Li
    ,
    Weidong Guo
    ,
    Lingling Zhang
    ,
    Rongman Xu
    ,
    Muye Huang
    ,
    Hui Liu
    ,
    Lijiao Xu
    ,
    Yu Xu
    , Jun Liu
  7. MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning
    AAAI 2026 ·
    Jian Zhang
    ,
    Zhiyuan Wang
    ,
    Zhangqi Wang
    ,
    Fangzhi Xu
    ,
    Qika Lin
    ,
    Lingling Zhang
    ,
    Rui Mao
    ,
    Erik Cambria
    , Jun Liu
  8. MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization
    AAAI 2026 ·
    Jian Zhang
    ,
    Zhangqi Wang
    ,
    Haiping Zhu
    ,
    Kangda Cheng
    ,
    Kai He
    ,
    Bo Li
    ,
    Qika Lin
    , Jun Liu,
    Erik Cambria
  9. MAXS: Meta-Adaptive Exploration with LLM Agents
    ACL 2026 ·
    Jian Zhang
    ,
    Zhiyuan Wang
    ,
    Zhangqi Wang
    ,
    Yu He
    ,
    Haoran Luo
    ,
    Li Yuan
    ,
    Lingling Zhang
    ,
    Rui Mao
    ,
    Qika Lin
    , Jun Liu
  10. MUR: Momentum Uncertainty guided Reasoning for Large Language Models
    ACL 2026 ·
    Hang Yan
    ,
    Fangzhi Xu
    ,
    Rongman Xu
    ,
    Yifei Li
    ,
    Jian Zhang
    ,
    Haoran Luo
    ,
    Xiaobao Wu
    ,
    Anh Tuan Luu
    ,
    Haiteng Zhao
    ,
    Qika Lin
    , Jun Liu
  11. OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving
    ACL 2026 ·
    Xinyu Zhang
    ,
    Boxuan Zhang
    ,
    Yuchen Wan
    ,
    Lingling Zhang
    ,
    YiXing Yao
    ,
    Bifan Wei
    ,
    Yaqiang Wu
    , Jun Liu
  12. PhysPRM: A Generative Process Reward Model with Fine-grained Diagnosis for Physics Problem Solving
    ACL 2026 ·
    Yuxuan Dong
    ,
    Xinyu Zhang
    ,
    Lingling Zhang
    ,
    Han Lai
    ,
    Pengyu Li
    ,
    Bifan Wei
    ,
    Yaqiang Wu
    , Jun Liu
  13. Causal-R: A Causal-Reasoning Geometry Problem Solver for Optimized Solution Exploration
    NeurIPS 2025 ·
    Wenjun Wu
    ,
    Lingling Zhang
    ,
    Bo Zhao
    ,
    Muye Huang
    ,
    QianYing Wang
    , Jun Liu
  14. ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
    NeurIPS 2025 ·
    Muye Huang
    ,
    Lingling Zhang
    ,
    Jie Ma
    ,
    Han Lai
    ,
    Fangzhi Xu
    ,
    Yifei Li
    ,
    Wenjun Wu
    ,
    Yaqiang Wu
    , Jun Liu
  15. Cognitive Predictive Coding Network: Rethinking the Generalization in Raven's Progressive Matrices
    ACM MM 2025 ·
    Xinyu Zhang
    ,
    Lingling Zhang
    ,
    Yanrui Wu
    ,
    Muye Huang
    , Jun Liu
  16. Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models
    AAAI 2025 ·
    Jie Ma
    ,
    Zhitao Gao
    ,
    Qi Chai
    ,
    Wangchun Sun
    ,
    Pinghui Wang
    ,
    Hongbin Pei
    ,
    Jing Tao
    ,
    Lingyun Song
    , Jun Liu,
    Chen Zhang
    ,
    Lizhen Cui
  17. Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
    NeurIPS 2025 ·
    Jie Ma
    ,
    Ning Qu
    ,
    Zhitao Gao
    ,
    Rui Xing
    , Jun Liu,
    Hongbin Pei
    ,
    Jiang Xie
    ,
    Lingyun Song
    ,
    Pinghui Wang
    ,
    Jing Tao
    ,
    Zhou Su
  18. Diagram-Driven Course Questions Generation
    EMNLP 2025 ·
    Xinyu Zhang
    ,
    Lingling Zhang
    ,
    Yanrui Wu
    ,
    Muye Huang
    ,
    Wenjun Wu
    ,
    Bo Li
    ,
    Shaowei Wang
    ,
    Basura Fernando
    , Jun Liu
  19. EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding
    AAAI 2025 ·
    Muye Huang
    ,
    Han Lai
    ,
    Xinyu Zhang
    ,
    Wenjun Wu
    ,
    Jie Ma
    ,
    Lingling Zhang
    , Jun Liu
  20. Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
    ACL 2025 ·
    Fangzhi Xu
    ,
    Hang Yan
    ,
    Chang Ma
    ,
    Haiteng Zhao
    ,
    Qiushi Sun
    ,
    Kanzhi Cheng
    ,
    Junxian He
    , Jun Liu,
    Zhiyong Wu
  21. GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering
    SIGIR 2025 ·
    Yaxian Wang
    ,
    Bifan Wei
    , Jun Liu,
    Lingling Zhang
    ,
    Shuting He
    ,
    Jun Li
    ,
    Qika Lin
  22. Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension
    AAAI 2025 ·
    Yaxian Wang
    ,
    Henghui Ding
    ,
    Shuting He
    ,
    Xudong Jiang
    ,
    Bifan Wei
    , Jun Liu
  23. Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models
    ACL 2025 ·
    Fangzhi Xu
    ,
    Qiushi Sun
    ,
    Kanzhi Cheng
    , Jun Liu,
    Yu Qiao
    ,
    Zhiyong Wu
  24. Logic-Aware Knowledge Graph Reasoning for Structural Sparsity under Large Language Model Supervision
    WWW 2025 ·
    Yudai Pan
    ,
    Jiajie Hong
    ,
    Tianzhe Zhao
    ,
    Lingyun Song
    , Jun Liu,
    Xuequn Shang
  25. Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction
    IJCAI 2025 ·
    Lingyun Song
    ,
    Xiaofan Sun
    ,
    Xinbiao Gan
    ,
    Yudai Pan
    ,
    Xiaolin Han
    ,
    Jie Ma
    , Jun Liu,
    Xuequn Shang
  26. PipeTGL: (Near) Zero Bubble Memory-based Temporal Graph Neural Network Training via Pipeline Optimization
    VLDB 2025 · Jun Liu,
    Bingqian Du
    ,
    Ziyue Luo
    ,
    Sitian Lu
    ,
    Qiankun Zhang
    ,
    Hai Jin
  27. Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis
    SIGIR 2025 ·
    Tianzhe Zhao
    ,
    Jiaoyan Chen
    ,
    Yanchi Ru
    ,
    Qika Lin
    ,
    Yuxia Geng
    ,
    Haiping Zhu
    ,
    Yudai Pan
    , Jun Liu
  28. SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding
    SIGKDD 2025 ·
    Yifei Li
    ,
    Lingling Zhang
    ,
    Hang Yan
    ,
    Tianzhe Zhao
    ,
    Zihan Ma
    ,
    Muye Huang
    , Jun Liu
  29. VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning
    AAAI 2025 ·
    Muye Huang
    ,
    Lingling Zhang
    ,
    Han Lai
    ,
    Wenjun Wu
    ,
    Xinyu Zhang
    , Jun Liu
  30. φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation
    ACL 2025 ·
    Fangzhi Xu
    ,
    Hang Yan
    ,
    Chang Ma
    ,
    Haiteng Zhao
    , Jun Liu,
    Qika Lin
    ,
    Zhiyong Wu
  31. A Symbolic Rule Integration Framework with Logic Transformer for Inductive Relation Prediction
    WWW 2024 ·
    Yudai Pan
    , Jun Liu,
    Tianzhe Zhao
    ,
    Lingling Zhang
    ,
    Yun Lin
    ,
    Jin Song Dong
  32. CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering
    CVPR 2024 ·
    Shaowei Wang
    ,
    Lingling Zhang
    ,
    Longji Zhu
    ,
    Tao Qin
    ,
    Kim-Hui Yap
    ,
    Xinyu Zhang
    , Jun Liu
  33. Contrastive Graph Representations for Logical Formulas Embedding (Extended Abstract)
    ICDE 2024 ·
    Qika Lin
    , Jun Liu,
    Lingling Zhang
    ,
    Yudai Pan
    ,
    Xin Hu
    ,
    Fangzhi Xu
    ,
    Hongwei Zeng
  34. E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator
    CVPR 2024 ·
    Wenjun Wu
    ,
    Lingling Zhang
    , Jun Liu,
    Xi Tang
    ,
    Yaxian Wang
    ,
    Shaowei Wang
    ,
    Qianying Wang
  35. Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
    NeurIPS 2024 ·
    Jie Ma
    ,
    Min Hu
    ,
    Pinghui Wang
    ,
    Wangchun Sun
    ,
    Lingyun Song
    ,
    Hongbin Pei
    , Jun Liu,
    Youtian Du
  36. PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering
    ACL 2024 ·
    Fangzhi Xu
    ,
    Qika Lin
    ,
    Tianzhe Zhao
    ,
    Jiawei Han
    , Jun Liu
  37. QGEval: Benchmarking Multi-dimensional Evaluation for Question Generation
    EMNLP 2024 ·
    Weiping Fu
    ,
    Bifan Wei
    ,
    Jianxiang Hu
    ,
    Zhongmin Cai
    , Jun Liu
  38. Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models
    ACL 2024 ·
    Fangzhi Xu
    ,
    Zhiyong Wu
    ,
    Qiushi Sun
    ,
    Siyu Ren
    ,
    Fei Yuan
    ,
    Shuai Yuan
    ,
    Qika Lin
    ,
    Yu Qiao
    , Jun Liu
  39. Untargeted Adversarial Attack on Knowledge Graph Embeddings
    SIGIR 2024 ·
    Tianzhe Zhao
    ,
    Jiaoyan Chen
    ,
    Yanchi Ru
    ,
    Qika Lin
    ,
    Yuxia Geng
    , Jun Liu
  40. When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models
    ACL 2024 ·
    Jiaxin Wang
    ,
    Lingling Zhang
    ,
    Wee Sun Lee
    ,
    Yujie Zhong
    ,
    Liwei Kang
    , Jun Liu