PPaperPicks

Zhenya Huang

53 papers at tracked venues · 45 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1661-0420 ↗Homepage ↗

Venues

ACL ×11AAAI ×8WWW ×8NeurIPS ×5SIGKDD ×5ICML ×4CIKM ×2EMNLP ×2ICLR ×2IJCAI ×2ACM MM ×1SDM ×1SIGIR ×1WSDM ×1

Frequent coauthors

Qi Liu
×36
Enhong Chen
×21
Shijin Wang
×16
Zheng Zhang
×14
Rui Li
×13
Jiayu Liu
×10
Weibo Gao
×9
Yan Zhuang
×8
Liyang He
×8
Jinze Wu
×8
Xin Li
×6
Jing Sha
×6

Papers

  1. Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees
    ACL 2026 ·
    Zheng Zhang
    ,
    Qi Liu
    ,
    Siyuan Liang
    ,
    Ning Li
    ,
    Zirui Hu
    ,
    Weibo Gao
    ,
    Rui Li
    , Zhenya Huang,
    Leszek Rutkowski
    ,
    Baosheng Yu
    ,
    Dacheng Tao
  2. From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs
    AAAI 2026 ·
    Yuxiang Guo
    ,
    Yan Zhuang
    ,
    Qi Liu
    , Zhenya Huang,
    Xianquan Wang
    ,
    Liyang He
    ,
    Jiatong Li
    ,
    Rui Li
    ,
    Shijin Wang
  3. Good Ranks Follow Good Answers: Unsupervised Answer-Driven Reranking for Multimodal Document QA
    SIGIR 2026 ·
    Keyu Zhu
    ,
    Shuanghong Shen
    ,
    Xianquan Wang
    ,
    Kai Zhang
    ,
    Shijin Wang
    ,
    Qi Liu
    , Zhenya Huang
  4. LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring
    ACL 2026 ·
    Ning Li
    ,
    Zheng Zhang
    , Zhenya Huang,
    Rui Li
    ,
    Yi Zhan
    ,
    Yinbo Luo
    ,
    Qi Liu
    ,
    Enhong Chen
  5. One LLM Does Not Simulate All Students: Ability-Aware Student Simulation via Cognitive Diagnosis Guided LLM Assignment
    ACL 2026 ·
    Huixing Que
    ,
    Qi Liu
    ,
    Weibo Gao
    , Zhenya Huang
  6. SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering?
    ACL 2026 ·
    Yuxuan Sun
    ,
    Yuze Zhao
    ,
    Yufeng Wang
    ,
    Yao Du
    ,
    Zhiyuan Ma
    ,
    Jinbo Wang
    ,
    Mengdi Zhang
    ,
    Kai Zhang
    , Zhenya Huang
  7. Swen: A Cross-Platform Desktop Assistant for Instant and Personalized Large-Language-Model Interaction
    WWW 2026 ·
    Wenjun Feng
    ,
    Rui Li
    ,
    Zheng Zhang
    , Zhenya Huang,
    Qi Liu
  8. Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning
    AAAI 2026 ·
    Shengyu Ye
    ,
    Qi Liu
    ,
    Hao Jiang
    ,
    Zheng Zhang
    ,
    Heng Yu
    , Zhenya Huang
  9. TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting
    ACL 2026 ·
    Jiaming Leng
    ,
    Yunying Bi
    ,
    Chuan Qin
    , Zhenya Huang,
    Bing Yin
    ,
    Haojie Ren
    ,
    Yanyong Zhang
    ,
    Chao Wang
  10. A Closed-Form Solution for Fast and Reliable Adaptive Testing
    NeurIPS 2025 ·
    Yan Zhuang
    ,
    Chenye Ke
    ,
    Zirui Liu
    ,
    Qi Liu
    ,
    Yuting Ning
    , Zhenya Huang,
    Weizhe Huang
    ,
    Qingyang Mao
    ,
    Shijin Wang
  11. Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning
    SIGKDD 2025 ·
    Zhiyuan Ma
    ,
    Jiayu Liu
    ,
    Xianzhen Luo
    , Zhenya Huang,
    Qingfu Zhu
    ,
    Wanxiang Che
  12. Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems
    AAAI 2025 ·
    Weibo Gao
    ,
    Qi Liu
    ,
    Linan Yue
    ,
    Fangzhou Yao
    ,
    Rui Lv
    ,
    Zheng Zhang
    ,
    Hao Wang
    , Zhenya Huang
  13. Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning
    AAAI 2025 ·
    Zhiyuan Ma
    , Zhenya Huang,
    Jiayu Liu
    ,
    Minmao Wang
    ,
    Hongke Zhao
    ,
    Xin Li
  14. BoxCD: Leveraging Contrastive Probabilistic Box Embedding for Effective and Efficient Learner Modeling
    WWW 2025 ·
    Weibo Gao
    ,
    Qi Liu
    ,
    Linan Yue
    ,
    Fangzhou Yao
    , Zhenya Huang,
    Zheng Zhang
    ,
    Rui Lv
  15. CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval
    ACL 2025 ·
    Heng Yu
    ,
    Junfeng Kang
    ,
    Rui Li
    ,
    Qi Liu
    ,
    Liyang He
    , Zhenya Huang,
    Shuanghong Shen
    ,
    Junyu Lu
  16. Can LLMs Solve Longer Math Word Problems Better?
    ICLR 2025 ·
    Xin Xu
    ,
    Tong Xiao
    ,
    Zitong Chao
    , Zhenya Huang,
    Can Yang
    ,
    Yang Wang
  17. CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models
    IJCAI 2025 ·
    Yi Zhan
    ,
    Qi Liu
    ,
    Weibo Gao
    ,
    Zheng Zhang
    ,
    Tianfu Wang
    ,
    Shuanghong Shen
    ,
    Junyu Lu
    , Zhenya Huang
  18. CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective
    ICML 2025 ·
    Jiayu Liu
    , Zhenya Huang,
    Wei Dai
    ,
    Cheng Cheng
    ,
    Jinze Wu
    ,
    Jing Sha
    ,
    Song Li
    ,
    Qi Liu
    ,
    Shijin Wang
    ,
    Enhong Chen
  19. Combining Denoised Neural Network and Genetic Symbolic Regression for Memory Behavior Modeling via Dynamic Asynchronous Optimization
    SIGKDD 2025 ·
    Jianwen Sun
    ,
    Qirong Chen
    , Zhenya Huang,
    Zhihai Hu
    ,
    Ruxia Liang
    ,
    Xiaoxuan Shen
  20. Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship
    AAAI 2025 ·
    Junfeng Kang
    ,
    Rui Li
    ,
    Qi Liu
    , Zhenya Huang,
    Zheng Zhang
    ,
    Yanjiang Chen
    ,
    Linbo Zhu
    ,
    Yu Su
  21. Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based Modeling
    SIGKDD 2025 ·
    Bihan Xu
    ,
    Shiwei Zhao
    ,
    Runze Wu
    , Zhenya Huang,
    Jiawei Wang
    ,
    Zhipeng Hu
    ,
    Kai Wang
    ,
    Haoyu Liu
    ,
    Tangjie Lv
    ,
    Le Li
    ,
    Changjie Fan
    ,
    Xin T. Tong
    ,
    Jiangze Han
  22. Enhancing Code Search Intent with Programming Context Exploration
    WSDM 2025 ·
    Yanmin Dong
    , Zhenya Huang,
    Zheng Zhang
    ,
    Guanhao Zhao
    ,
    Likang Wu
    ,
    Hongke Zhao
    ,
    Binbin Jin
    ,
    Qi Liu
  23. Explore What LLM Does Not Know in Complex Question Answering
    AAAI 2025 ·
    Xin Lin
    , Zhenya Huang,
    Zhiqiang Zhang
    ,
    Jun Zhou
    ,
    Enhong Chen
  24. From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation
    ACL 2025 ·
    Cheng Cheng
    , Zhenya Huang,
    Guanhao Zhao
    ,
    Yuxiang Guo
    ,
    Xin Lin
    ,
    Jinze Wu
    ,
    Xin Li
    ,
    Shijin Wang
  25. IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory
    ACL 2025 ·
    Wei Song
    , Zhenya Huang,
    Cheng Cheng
    ,
    Weibo Gao
    ,
    Bihan Xu
    ,
    Guanhao Zhao
    ,
    Fei Wang
    ,
    Runze Wu
  26. MGS3: A Multi-Granularity Self-Supervised Code Search Framework
    SIGKDD 2025 ·
    Rui Li
    ,
    Junfeng Kang
    ,
    Qi Liu
    ,
    Liyang He
    ,
    Zheng Zhang
    ,
    Yunhao Sha
    ,
    Linbo Zhu
    , Zhenya Huang
  27. Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model
    AAAI 2025 ·
    Guanhao Zhao
    , Zhenya Huang,
    Cheng Cheng
    ,
    Yan Zhuang
    ,
    Qingyang Mao
    ,
    Xin Li
    ,
    Shijin Wang
    ,
    Enhong Chen
  28. Position: AI Evaluation Should Learn from How We Test Humans
    ICML 2025 ·
    Yan Zhuang
    ,
    Qi Liu
    ,
    Zachary A. Pardos
    ,
    Patrick C. Kyllonen
    ,
    Jiyun Zu
    , Zhenya Huang,
    Shijin Wang
    ,
    Enhong Chen
  29. Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
    ACL 2025 ·
    Liyang He
    ,
    Chenglong Liu
    ,
    Rui Li
    , Zhenya Huang,
    Shulan Ruan
    ,
    Jun Zhou
    ,
    Enhong Chen
  30. TestAgent: An Adaptive and Intelligent Expert for Human Assessment
    ACL 2025 ·
    Junhao Yu
    ,
    Yan Zhuang
    ,
    Yuxuan Sun
    ,
    Weibo Gao
    ,
    Qi Liu
    ,
    Mingyue Cheng
    , Zhenya Huang,
    Enhong Chen
  31. Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment
    ICLR 2025 ·
    Yuze Zhao
    ,
    Tianyun Ji
    ,
    Wenjun Feng
    , Zhenya Huang,
    Qi Liu
    ,
    Zhiding Liu
    ,
    Yixiao Ma
    ,
    Kai Zhang
    ,
    Enhong Chen
  32. What Makes In-context Learning Effective for Mathematical Reasoning
    ICML 2025 ·
    Jiayu Liu
    , Zhenya Huang,
    Chaokun Wang
    ,
    Xunpeng Huang
    ,
    ChengXiang Zhai
    ,
    Enhong Chen
  33. A Knowledge-Injected Curriculum Pretraining Framework for Question Answering
    WWW 2024 ·
    Xin Lin
    ,
    Tianhuang Su
    , Zhenya Huang,
    Shangzi Xue
    ,
    Haifeng Liu
    ,
    Enhong Chen
  34. A Unified Adaptive Testing System Enabled by Hierarchical Structure Search
    ICML 2024 ·
    Junhao Yu
    ,
    Yan Zhuang
    , Zhenya Huang,
    Qi Liu
    ,
    Xin Li
    ,
    Rui Li
    ,
    Enhong Chen
  35. Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
    WWW 2024 ·
    Liyang He
    , Zhenya Huang,
    Jiayu Liu
    ,
    Enhong Chen
    ,
    Fei Wang
    ,
    Jing Sha
    ,
    Shijin Wang
  36. CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework
    AAAI 2024 ·
    Rui Li
    ,
    Liyang He
    ,
    Qi Liu
    ,
    Yuze Zhao
    ,
    Zheng Zhang
    , Zhenya Huang,
    Yu Su
    ,
    Shijin Wang
  37. Computerized Adaptive Testing via Collaborative Ranking
    NeurIPS 2024 ·
    Zirui Liu
    ,
    Yan Zhuang
    ,
    Qi Liu
    ,
    Jiatong Li
    ,
    Yuren Zhang
    , Zhenya Huang,
    Jinze Wu
    ,
    Shijin Wang
  38. Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
    NeurIPS 2024 ·
    Shangzi Xue
    , Zhenya Huang,
    Jiayu Liu
    ,
    Xin Lin
    ,
    Yuting Ning
    ,
    Binbin Jin
    ,
    Xin Li
    ,
    Qi Liu
  39. Enhancing Fairness in Meta-learned User Modeling via Adaptive Sampling
    WWW 2024 ·
    Zheng Zhang
    ,
    Qi Liu
    ,
    Zirui Hu
    ,
    Yi Zhan
    , Zhenya Huang,
    Weibo Gao
    ,
    Qingyang Mao
  40. Enhancing the Completeness of Rationales for Multi-Step Question Answering
    CIKM 2024 ·
    Shangzi Xue
    , Zhenya Huang,
    Xin Lin
    ,
    Jiayu Liu
    ,
    Longhu Qin
    ,
    Tianhuang Su
    ,
    Haifeng Liu
    ,
    Qi Liu
  41. Graph-based Student Knowledge Profile for Online Intelligent Education
    SDM 2024 ·
    Jinze Wu
    ,
    Haotian Zhang
    , Zhenya Huang,
    Liang Ding
    ,
    Qi Liu
    ,
    Jing Sha
    ,
    Enhong Chen
    ,
    Shijin Wang
  42. Item-Difficulty-Aware Learning Path Recommendation: From a Real Walking Perspective
    SIGKDD 2024 ·
    Haotian Zhang
    ,
    Shuanghong Shen
    ,
    Bihan Xu
    , Zhenya Huang,
    Jinze Wu
    ,
    Jing Sha
    ,
    Shijin Wang
  43. Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
    IJCAI 2024 ·
    Tong Xiao
    ,
    Jiayu Liu
    , Zhenya Huang,
    Jinze Wu
    ,
    Jing Sha
    ,
    Shijin Wang
    ,
    Enhong Chen
  44. Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach
    CIKM 2024 ·
    Yuxiang Guo
    ,
    Shuanghong Shen
    ,
    Qi Liu
    , Zhenya Huang,
    Linbo Zhu
    ,
    Yu Su
    ,
    Enhong Chen
  45. One-bit Deep Hashing: Towards Resource-Efficient Hashing Model with Binary Neural Network
    ACM MM 2024 ·
    Liyang He
    , Zhenya Huang,
    Chenglong Liu
    ,
    Rui Li
    ,
    Runze Wu
    ,
    Qi Liu
    ,
    Enhong Chen
  46. Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models
    EMNLP 2024 ·
    Rui Li
    ,
    Qi Liu
    ,
    Liyang He
    ,
    Zheng Zhang
    ,
    Hao Zhang
    ,
    Shengyu Ye
    ,
    Junyu Lu
    , Zhenya Huang
  47. RePair: Automated Program Repair with Process-based Feedback
    ACL 2024 ·
    Yuze Zhao
    , Zhenya Huang,
    Yixiao Ma
    ,
    Rui Li
    ,
    Kai Zhang
    ,
    Hao Jiang
    ,
    Qi Liu
    ,
    Linbo Zhu
    ,
    Yu Su
  48. SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
    NeurIPS 2024 ·
    Jiayu Liu
    , Zhenya Huang,
    Tong Xiao
    ,
    Jing Sha
    ,
    Jinze Wu
    ,
    Qi Liu
    ,
    Shijin Wang
    ,
    Enhong Chen
  49. Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation
    NeurIPS 2024 ·
    Zheng Zhang
    ,
    Wei Song
    ,
    Qi Liu
    ,
    Qingyang Mao
    ,
    Yiyan Wang
    ,
    Weibo Gao
    , Zhenya Huang,
    Shijin Wang
    ,
    Enhong Chen
  50. Towards Explainable Computerized Adaptive Testing with Large Language Model
    EMNLP 2024 ·
    Cheng Cheng
    ,
    Guanhao Zhao
    , Zhenya Huang,
    Yan Zhuang
    ,
    Zhaoyuan Pan
    ,
    Qi Liu
    ,
    Xin Li
    ,
    Enhong Chen
  51. Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
    WWW 2024 ·
    Mingyue Cheng
    ,
    Hao Zhang
    ,
    Jiqian Yang
    ,
    Qi Liu
    ,
    Li Li
    ,
    Xin Huang
    ,
    Liwei Song
    ,
    Zhi Li
    , Zhenya Huang,
    Enhong Chen
  52. Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm
    WWW 2024 ·
    Jiatong Li
    ,
    Qi Liu
    ,
    Fei Wang
    ,
    Jiayu Liu
    , Zhenya Huang,
    Fangzhou Yao
    ,
    Linbo Zhu
    ,
    Yu Su
  53. Unified Uncertainty Estimation for Cognitive Diagnosis Models
    WWW 2024 ·
    Fei Wang
    ,
    Qi Liu
    ,
    Enhong Chen
    ,
    Chuanren Liu
    , Zhenya Huang,
    Jinze Wu
    ,
    Shijin Wang