PPaperPicks

Shijin Wang

iFLYTEK AI Research (Hebei), Langfang, China

37 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9202-7678 ↗Homepage ↗

Venues

NeurIPS ×8EMNLP ×6AAAI ×5ACL ×5ICML ×5WWW ×3ICLR ×1IJCAI ×1SDM ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Zhenya Huang
×16
Qi Liu
×15
Jing Sha
×9
Enhong Chen
×9
Jinze Wu
×8
Yan Zhuang
×6
Bing Qin
×5
Guoping Hu
×5
Mingyue Cheng
×4
Qingyang Mao
×4
Baoxin Wang
×4
Dayong Wu
×4

Papers

  1. BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation
    AAAI 2026 ·
    Yupeng Li
    ,
    Mingyue Cheng
    ,
    Yucong Luo
    ,
    Yitong Zhou
    ,
    Qingyang Mao
    , Shijin Wang
  2. CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling
    AAAI 2026 ·
    Bichen Wang
    ,
    Yixin Sun
    ,
    Junzhe Wang
    ,
    Hao Yang
    ,
    Xing Fu
    ,
    Yanyan Zhao
    ,
    Si Wei
    , Shijin Wang,
    Bing Qin
  3. CPT-Agent: A Cognitive Process Theory-driven Framework for Student Simulation in Writing Development
    ACL 2026 ·
    Yuhan Chen
    ,
    Zizhuo Shen
    ,
    Miaomiao Cheng
    ,
    Xu Han
    ,
    Jiefu Gong
    , Shijin Wang,
    Wei Song
  4. 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
  5. 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
  6. Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
    ACL 2026 ·
    Runxuan Liu
    ,
    Xianhao Ou
    ,
    Xinyan Ma
    ,
    Jiyuan Wang
    ,
    Jiafeng Liang
    ,
    Jiaqi Li
    ,
    Tao He
    ,
    Zheng Chu
    ,
    Rongchuan Mu
    ,
    Zekun Wang
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Ming Liu
    , Shijin Wang,
    Guoping Hu
    ,
    Bing Qin
  7. Re³: Relevance & Recency Retrieval for Mitigating Temporal Hallucination
    ACL 2026 ·
    Jiawei Cao
    ,
    Jie Ouyang
    ,
    Mingyue Cheng
    ,
    Zhaomeng Zhou
    ,
    Chunli Liu
    ,
    Yupeng Li
    ,
    Zirui Liu
    , Shijin Wang
  8. 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
  9. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    EMNLP 2025 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    Yang Deng
    ,
    Yulin Hu
    ,
    Jiahe Guo
    ,
    Libo Qin
    ,
    Qianyun Du
    , Shijin Wang,
    Yanyan Zhao
    ,
    Bing Qin
    ,
    Ting Liu
  10. Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation
    EMNLP 2025 ·
    Tianhao Niu
    ,
    Yiming Cui
    ,
    Baoxin Wang
    ,
    Xiao Xu
    ,
    Xin Yao
    ,
    Qingfu Zhu
    ,
    Dayong Wu
    , Shijin Wang,
    Wanxiang Che
  11. 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
  12. ConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis
    WWW 2025 ·
    Mingyue Cheng
    ,
    Jiqian Yang
    ,
    Tingyue Pan
    ,
    Qi Liu
    ,
    Zhi Li
    , Shijin Wang
  13. CursorCore: Assist Programming through Aligning Anything
    ICML 2025 ·
    Hao Jiang
    ,
    Qi Liu
    ,
    Rui Li
    ,
    Shengyu Ye
    , Shijin Wang
  14. Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis
    EMNLP 2025 ·
    Yiru Tang
    ,
    Kun Zhou
    ,
    Yingqian Min
    ,
    Wayne Xin Zhao
    ,
    Jing Sha
    ,
    Zhichao Sheng
    , Shijin Wang
  15. Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
    ICML 2025 ·
    Yuxuan Zhou
    ,
    Xien Liu
    ,
    Chenwei Yan
    ,
    Chen Ning
    ,
    Xiao Zhang
    ,
    Boxun Li
    ,
    Xiangling Fu
    , Shijin Wang,
    Guoping Hu
    ,
    Yu Wang
    ,
    Ji Wu
  16. Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study
    ICLR 2025 ·
    Lili Zhao
    ,
    Yang Wang
    ,
    Qi Liu
    ,
    Mengyun Wang
    ,
    Wei Chen
    ,
    Zhichao Sheng
    , Shijin Wang
  17. FACT: Mitigating Inconsistent Hallucinations in LLMs via Fact-Driven Alternating Code-Text Training
    NeurIPS 2025 ·
    Xinxin You
    ,
    Qixin Sun
    ,
    Chenwei Yan
    ,
    Xiao Zhang
    ,
    Chen Ning
    ,
    Xiangling Fu
    ,
    Si Liu
    ,
    Guoping Hu
    , Shijin Wang,
    Ji Wu
    ,
    Xien Liu
  18. 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
  19. How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
    NeurIPS 2025 ·
    Xin Lu
    ,
    Yanyan Zhao
    ,
    Si Wei
    , Shijin Wang,
    Bing Qin
    ,
    Ting Liu
  20. Investigating and Mitigating Catastrophic Forgetting in Medical Knowledge Injection through Internal Knowledge Augmentation Learning
    NeurIPS 2025 ·
    Yuxuan Zhou
    ,
    Xien Liu
    ,
    Xiao Zhang
    ,
    Chen Ning
    , Shijin Wang,
    Guoping Hu
    ,
    Ji Wu
  21. MMATH: A Multilingual Benchmark for Mathematical Reasoning
    EMNLP 2025 ·
    Wenyang Luo
    ,
    Wayne Xin Zhao
    ,
    Jing Sha
    , Shijin Wang,
    Ji-Rong Wen
  22. 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
  23. Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering
    ACL 2025 ·
    Runxuan Liu
    ,
    Luobei Luobei
    ,
    Jiaqi Li
    ,
    Baoxin Wang
    ,
    Ming Liu
    ,
    Dayong Wu
    , Shijin Wang,
    Bing Qin
  24. 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
  25. am-ELO: A Stable Framework for Arena-based LLM Evaluation
    ICML 2025 ·
    Zirui Liu
    ,
    Jiatong Li
    ,
    Yan Zhuang
    ,
    Qi Liu
    ,
    Shuanghong Shen
    ,
    Jie Ouyang
    ,
    Mingyue Cheng
    , Shijin Wang
  26. 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
  27. 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
  28. Computerized Adaptive Testing via Collaborative Ranking
    NeurIPS 2024 ·
    Zirui Liu
    ,
    Yan Zhuang
    ,
    Qi Liu
    ,
    Jiatong Li
    ,
    Yuren Zhang
    ,
    Zhenya Huang
    ,
    Jinze Wu
    , Shijin Wang
  29. 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
  30. 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
  31. JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
    NeurIPS 2024 ·
    Kun Zhou
    ,
    Beichen Zhang
    ,
    Jiapeng Wang
    ,
    Zhipeng Chen
    ,
    Xin Zhao
    ,
    Jing Sha
    ,
    Zhichao Sheng
    , Shijin Wang,
    Ji-Rong Wen
  32. 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
  33. Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach
    EMNLP 2024 ·
    Zihao Xiao
    ,
    Jiefu Gong
    , Shijin Wang,
    Wei Song
  34. 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
  35. SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model
    EMNLP 2024 ·
    Dayong Wu
    ,
    Jiaqi Li
    ,
    Baoxin Wang
    ,
    Honghong Zhao
    ,
    Siyuan Xue
    ,
    Yanjie Yang
    ,
    Zhijun Chang
    ,
    Rui Zhang
    ,
    Li Qian
    ,
    Bo Wang
    , Shijin Wang,
    Zhixiong Zhang
    ,
    Guoping Hu
  36. 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
  37. Unified Uncertainty Estimation for Cognitive Diagnosis Models
    WWW 2024 ·
    Fei Wang
    ,
    Qi Liu
    ,
    Enhong Chen
    ,
    Chuanren Liu
    ,
    Zhenya Huang
    ,
    Jinze Wu
    , Shijin Wang