PPaperPicks

Meng Jiang

University of Notre Dame, Department of Computer Science and Engineering, IN, USA

46 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3009-519X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×20EMNLP ×9NAACL ×5AAAI ×2CIKM ×2NeurIPS ×2CHI ×1ICLR ×1ICML ×1IUI ×1MICCAI ×1SIGKDD ×1

Frequent coauthors

Zhaoxuan Tan
×14
Zhihan Zhang
×12
Zheyuan Liu
×12
Qingkai Zeng
×7
Bing Yin
×7
Mengzhao Jia
×6
Fengran Mo
×5
Yifan Gao
×5
Zheng Li
×5
Pei Chen
×5
Zhenyu Wu
×5
Xin Liu
×4

Papers

  1. Agentic Conversational Search with Contextualized Reasoning via Reinforcement Learning
    ACL 2026 ·
    Fengran Mo
    ,
    Yifan Gao
    ,
    Sha Li
    ,
    Hansi Zeng
    ,
    Xin Liu
    ,
    Zhaoxuan Tan
    ,
    Xian Li
    ,
    Jianshu Chen
    ,
    Dakuo Wang
    , Meng Jiang
  2. AutoRubric: Rubric-Based Generative Rewards for Faithful Multimodal Reasoning
    ACL 2026 ·
    Mengzhao Jia
    ,
    Zhihan Zhang
    ,
    Ignacio Cases
    ,
    Zheyuan Liu
    , Meng Jiang,
    Peng Qi
  3. Context Selection and Rewriting for Video-based Educational Question Generation
    AAAI 2026 ·
    Mengxia Yu
    ,
    Bang Nguyen
    ,
    Olivia Zino
    , Meng Jiang
  4. Crepe: A Mobile Screen Data Collector Using Graph Query
    CHI 2026 ·
    Yuwen Lu
    ,
    Meng Chen
    ,
    Qi Zhao
    ,
    Victor V. Cox
    ,
    Yang Yang
    , Meng Jiang,
    Jay Brockman
    ,
    Tamara Kay
    ,
    Toby Jia-Jun Li
  5. Do LLMs Catch Their Own Mistakes? A Comprehensive Benchmark for Reflective Tool Use LLMs
    ACL 2026 ·
    Zheyuan Liu
    ,
    Liqiang Xiao
    ,
    Yang Li
    ,
    Hyokun Yun
    ,
    Lihong Li
    ,
    Chao Zhang
    , Meng Jiang
  6. Instant Personalized Large Language Model Adaptation via Hypernetwork
    ACL 2026 ·
    Zhaoxuan Tan
    ,
    Zixuan Zhang
    ,
    Haoyang Wen
    ,
    Zheng Li
    ,
    Rongzhi Zhang
    ,
    Pei Chen
    ,
    Fengran Mo
    ,
    Zheyuan Liu
    ,
    Qingkai Zeng
    ,
    Qingyu Yin
    , Meng Jiang
  7. Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society
    ACL 2026 ·
    Zheyuan Liu
    ,
    Yixin Wan
    ,
    Kai-Wei Chang
    , Meng Jiang,
    Jieyu Zhao
    ,
    Nouha Dziri
    ,
    Yuning Mao
    ,
    Jia-Chen Gu
    ,
    Jindong Gu
  8. Language-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation
    ACL 2026 ·
    Rui Qi
    ,
    Fengran Mo
    ,
    Yufeng Chen
    ,
    Xue Zhang
    ,
    Shuo Wang
    ,
    Hongliang Li
    ,
    Jinan Xu
    , Meng Jiang,
    Jian-Yun Nie
    ,
    Kaiyu Huang
  9. MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring
    ACL 2026 ·
    Tengchao Yang
    ,
    Sichen Guo
    ,
    Mengzhao Jia
    ,
    Jiaming Su
    ,
    Yuanyang Liu
    ,
    Zhihan Zhang
    , Meng Jiang
  10. MTMCS-Bench: Evaluating Contextual Safety of Multimodal Large Language Models in Multi-Turn Dialogues
    ACL 2026 ·
    Zheyuan Liu
    ,
    Dongwhi Kim
    ,
    Yixin Wan
    ,
    Xiangchi Yuan
    ,
    Zhaoxuan Tan
    ,
    Fengran Mo
    , Meng Jiang
  11. Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards
    ACL 2026 ·
    Ming Li
    ,
    Pei Chen
    ,
    Zhenhao Zhang
    ,
    Tao Yang
    ,
    Xinyang Zhang
    ,
    Han Li
    ,
    Tianyu Cao
    ,
    Ming Zeng
    ,
    Zhuofeng Wu
    , Meng Jiang,
    Huasheng Li
    ,
    Lihong Li
    ,
    Bing Yin
  12. Advancing Language Models through Instruction Tuning: Recent Progress and Challenges
    EMNLP 2025 ·
    Zhihan Zhang
    ,
    Renze Lou
    ,
    Fangkai Jiao
    ,
    Wenpeng Yin
    , Meng Jiang
  13. Aligning Large Language Models with Implicit Preferences from User-Generated Content
    ACL 2025 ·
    Zhaoxuan Tan
    ,
    Zheng Li
    ,
    Tianyi Liu
    ,
    Haodong Wang
    ,
    Hyokun Yun
    ,
    Ming Zeng
    ,
    Pei Chen
    ,
    Zhihan Zhang
    ,
    Yifan Gao
    ,
    Ruijie Wang
    ,
    Priyanka Nigam
    ,
    Bing Yin
    , Meng Jiang
  14. Benchmarking Language Model Creativity: A Case Study on Code Generation
    NAACL 2025 ·
    Yining Lu
    ,
    Dixuan Wang
    ,
    Tianjian Li
    ,
    Dongwei Jiang
    ,
    Sanjeev Khudanpur
    , Meng Jiang,
    Daniel Khashabi
  15. CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts
    ACL 2025 ·
    Qingkai Zeng
    ,
    Yuyang Bai
    ,
    Zhaoxuan Tan
    ,
    Zhenyu Wu
    ,
    Shangbin Feng
    , Meng Jiang
  16. Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
    ACL 2025 ·
    Zixiang Xu
    ,
    Yanbo Wang
    ,
    Yue Huang
    ,
    Xiuying Chen
    ,
    Jieyu Zhao
    , Meng Jiang,
    Xiangliang Zhang
  17. Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning
    ACL 2025 ·
    Zheyuan Liu
    ,
    Suraj Maharjan
    ,
    Fanyou Wu
    ,
    Rahil Parikh
    ,
    Belhassen Bayar
    ,
    Srinivasan H. Sengamedu
    , Meng Jiang
  18. Enhancing Mathematical Reasoning in LLMs by Stepwise Correction
    ACL 2025 ·
    Zhenyu Wu
    ,
    Qingkai Zeng
    ,
    Zhihan Zhang
    ,
    Zhaoxuan Tan
    ,
    Chao Shen
    , Meng Jiang
  19. IHEval: Evaluating Language Models on Following the Instruction Hierarchy
    NAACL 2025 ·
    Zhihan Zhang
    ,
    Shiyang Li
    ,
    Zixuan Zhang
    ,
    Xin Liu
    ,
    Haoming Jiang
    ,
    Xianfeng Tang
    ,
    Yifan Gao
    ,
    Zheng Li
    ,
    Haodong Wang
    ,
    Zhaoxuan Tan
    ,
    Yichuan Li
    ,
    Qingyu Yin
    ,
    Bing Yin
    , Meng Jiang
  20. Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates
    EMNLP 2025 ·
    Hy Dang
    ,
    Tianyi Liu
    ,
    Zhuofeng Wu
    ,
    Jingfeng Yang
    ,
    Haoming Jiang
    ,
    Tao Yang
    ,
    Pei Chen
    ,
    Zhengyang Wang
    ,
    Helen Wang
    ,
    Huasheng Li
    ,
    Bing Yin
    , Meng Jiang
  21. Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Experts
    MICCAI 2025 ·
    Gelei Xu
    ,
    Yuying Duan
    ,
    Zheyuan Liu
    ,
    Xueyang Li
    , Meng Jiang,
    Michael Lemmon
    ,
    Wei Jin
    ,
    Yiyu Shi
  22. Learning Attribute as Explicit Relation for Sequential Recommendation
    SIGKDD 2025 ·
    Gang Liu
    ,
    Fan Yang
    ,
    Yang Jiao
    ,
    Alireza Bagheri Garakani
    ,
    Tian Tong
    ,
    Yan Gao
    , Meng Jiang
  23. Learning Molecular Representation in a Cell
    ICLR 2025 ·
    Gang Liu
    ,
    Srijit Seal
    ,
    John Arevalo
    ,
    Zhenwen Liang
    ,
    Anne E. Carpenter
    , Meng Jiang,
    Shantanu Singh
  24. Learning Repetition-Invariant Representations for Polymer Informatics
    NeurIPS 2025 ·
    Yihan Zhu
    ,
    Gang Liu
    ,
    Eric Inae
    ,
    Tengfei Luo
    , Meng Jiang
  25. Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks
    IUI 2025 ·
    Annalisa Szymanski
    ,
    Noah Ziems
    ,
    Heather A. Eicher-Miller
    ,
    Toby Jia-Jun Li
    , Meng Jiang,
    Ronald A. Metoyer
  26. Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models
    ACL 2025 ·
    Zheyuan Liu
    ,
    Guangyao Dou
    ,
    Xiangchi Yuan
    ,
    Chunhui Zhang
    ,
    Zhaoxuan Tan
    , Meng Jiang
  27. MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
    NAACL 2025 ·
    Zifeng Zhu
    ,
    Mengzhao Jia
    ,
    Zhihan Zhang
    ,
    Lang Li
    , Meng Jiang
  28. Optimizing Decomposition for Optimal Claim Verification
    ACL 2025 ·
    Yining Lu
    ,
    Noah Ziems
    ,
    Hy Dang
    , Meng Jiang
  29. Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench
    NAACL 2025 ·
    Zheyuan Liu
    ,
    Guangyao Dou
    ,
    Mengzhao Jia
    ,
    Zhaoxuan Tan
    ,
    Qingkai Zeng
    ,
    Yongle Yuan
    , Meng Jiang
  30. QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation
    ACL 2025 ·
    Bang Nguyen
    ,
    Tingting Du
    ,
    Mengxia Yu
    ,
    Lawrence Angrave
    , Meng Jiang
  31. UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations
    ACL 2025 ·
    Fengran Mo
    ,
    Yifan Gao
    ,
    Chuan Meng
    ,
    Xin Liu
    ,
    Zhuofeng Wu
    ,
    Kelong Mao
    ,
    Zhengyang Wang
    ,
    Pei Chen
    ,
    Zheng Li
    ,
    Xian Li
    ,
    Bing Yin
    , Meng Jiang
  32. Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples
    CIKM 2024 ·
    Qingkai Zeng
    ,
    Yuyang Bai
    ,
    Zhaoxuan Tan
    ,
    Shangbin Feng
    ,
    Zhenwen Liang
    ,
    Zhihan Zhang
    , Meng Jiang
  33. Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning
    EMNLP 2024 ·
    Zhaoxuan Tan
    ,
    Qingkai Zeng
    ,
    Yijun Tian
    ,
    Zheyuan Liu
    ,
    Bing Yin
    , Meng Jiang
  34. FaDE: A Face Segment Driven Identity Anonymization Framework For Fair Face Recognition
    CIKM 2024 ·
    Ziyi Kou
    ,
    Yijun Tian
    , Meng Jiang,
    Xiangliang Zhang
  35. Get an A in Math: Progressive Rectification Prompting
    AAAI 2024 ·
    Zhenyu Wu
    , Meng Jiang,
    Chao Shen
  36. Instructing Large Language Models to Identify and Ignore Irrelevant Conditions
    NAACL 2024 ·
    Zhenyu Wu
    ,
    Chao Shen
    , Meng Jiang
  37. Large Language Models Can Self-Correct with Key Condition Verification
    EMNLP 2024 ·
    Zhenyu Wu
    ,
    Qingkai Zeng
    ,
    Zhihan Zhang
    ,
    Zhaoxuan Tan
    ,
    Chao Shen
    , Meng Jiang
  38. Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
    EMNLP 2024 ·
    Zhihan Zhang
    ,
    Tao Ge
    ,
    Zhenwen Liang
    ,
    Wenhao Yu
    ,
    Dian Yu
    ,
    Mengzhao Jia
    ,
    Dong Yu
    , Meng Jiang
  39. PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning
    ACL 2024 ·
    Zhihan Zhang
    ,
    Dong-Ho Lee
    ,
    Yuwei Fang
    ,
    Wenhao Yu
    ,
    Mengzhao Jia
    , Meng Jiang,
    Francesco Barbieri
  40. Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts
    EMNLP 2024 ·
    Zhaoxuan Tan
    ,
    Zheyuan Liu
    , Meng Jiang
  41. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    , Meng Jiang,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  42. RAt: Injecting Implicit Bias for Text-To-Image Prompt Refinement Models
    EMNLP 2024 ·
    Ziyi Kou
    ,
    Shichao Pei
    , Meng Jiang,
    Xiangliang Zhang
  43. Reference-based Metrics Disprove Themselves in Question Generation
    EMNLP 2024 ·
    Bang Nguyen
    ,
    Mengxia Yu
    ,
    Yun Huang
    , Meng Jiang
  44. Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
    NeurIPS 2024 ·
    Yilun Jin
    ,
    Zheng Li
    ,
    Chenwei Zhang
    ,
    Tianyu Cao
    ,
    Yifan Gao
    ,
    Pratik Jayarao
    ,
    Mao Li
    ,
    Xin Liu
    ,
    Ritesh Sarkhel
    ,
    Xianfeng Tang
    ,
    Haodong Wang
    ,
    Zhengyang Wang
    ,
    Wenju Xu
    ,
    Jingfeng Yang
    ,
    Qingyu Yin
    ,
    Xian Li
    ,
    Priyanka Nigam
    ,
    Yi Xu
    ,
    Kai Chen
    ,
    Qiang Yang
    , Meng Jiang,
    Bing Yin
  45. TOWER: Tree Organized Weighting for Evaluating Complex Instructions
    EMNLP 2024 ·
    Noah Ziems
    ,
    Zhihan Zhang
    , Meng Jiang
  46. Towards Safer Large Language Models through Machine Unlearning
    ACL 2024 ·
    Zheyuan Liu
    ,
    Guangyao Dou
    ,
    Zhaoxuan Tan
    ,
    Yijun Tian
    , Meng Jiang