Zhenya Huang

2026

doi dblp
A Hybrid Adaptive Sampling Strategy for Fair and Accurate Meta-learned User Modeling.
Zheng Zhang|Qi Liu|Zirui Hu|Yi Zhan|Zhenya Huang|Weibo Gao|Qingyang Mao|Enhong Chen
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
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Global Structure-aware and Feature-augmented Graph Neural Network for Heterophilic Graphs.
Huijie Liu|Shulan Ruan|Qi Liu|Mingyue Cheng|Zhenya Huang|Yu Liu|Enhong Chen|You He
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 2
doi dblp
LLM-EPSP: Large language model empowered early prediction of student performance.
Huawei Zhou|Shuanghong Shen|Yu Su|Yongchun Miao|Qi Liu|Linbo Zhu|Junyu Lu|Zhenya Huang
Information Processing and Management 2026 Volume 63 Issue 2
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Towards Fine-Grained Knowledge Tracing by Hierarchical Fusion of Multiple Question Attributes.
Shuanghong Shen|Qi Mo|Zhenya Huang|Yu Su|Linbo Zhu|Junyu Lu|Qi Liu
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 4
doi dblp
Towards higher quality and fewer hallucinations: A multi-agent collaboration framework for LLMs.
Shuanghong Shen|Dengdi Sun|Zixuan Qin|Yu Su|Linbo Zhu|Junyu Lu|Zhenya Huang|Shijin Wang
Information Processing and Management 2026 Volume 63 Issue 8
doi dblp
Swen: A Cross-Platform Desktop Assistant for Instant and Personalized Large-Language-Model Interaction.
Wenjun Feng|Rui Li|Zheng Zhang|Zhenya Huang|Qi Liu
Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026

2025

doi dblp
Enhancing Code Search Intent with Programming Context Exploration.
Yanmin Dong|Zhenya Huang|Zheng Zhang|Guanhao Zhao|Likang Wu|Hongke Zhao|Binbin Jin|Qi Liu
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
BoxCD: Leveraging Contrastive Probabilistic Box Embedding for Effective and Efficient Learner Modeling.
Weibo Gao|Qi Liu|Linan Yue|Fangzhou Yao|Zhenya Huang|Zheng Zhang|Rui Lv
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
Model-Agnostic Adaptive Testing for Intelligent Education Systems via Meta-learned Gradient Embeddings.
Haoyang Bi|Qi Liu|Han Wu|Weidong He|Zhenya Huang|Yu Yin|Haiping Ma|Yu Su|Shijin Wang|Enhong Chen
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 5
doi dblp
Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach.
Yuxiang Guo|Shuanghong Shen|Qi Liu|Zhenya Huang|Linbo Zhu|Yu Su|Enhong Chen
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Enhancing the Completeness of Rationales for Multi-Step Question Answering.
Shangzi Xue|Zhenya Huang|Xin Lin|Jiayu Liu|Longhu Qin|Tianhuang Su|Haifeng Liu|Margaret O'Brien|Haifeng Liu|Margaret O'Brien|Qi Liu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing.
Liyang He|Zhenya Huang|Jiayu Liu|Enhong Chen|Fei Wang|Jing Sha|Shijin Wang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm.
Jiatong Li|Qi Liu|Fei Wang|Jiayu Liu|Zhenya Huang|Fangzhou Yao|Linbo Zhu|Yu Su
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
A Knowledge-Injected Curriculum Pretraining Framework for Question Answering.
Xin Lin|Tianhuang Su|Zhenya Huang|Shangzi Xue|Haifeng Liu|Enhong Chen
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Unified Uncertainty Estimation for Cognitive Diagnosis Models.
Fei Wang|Qi Liu|Enhong Chen|Chuanren Liu|Zhenya Huang|Jinze Wu|Shijin Wang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Enhancing Fairness in Meta-learned User Modeling via Adaptive Sampling.
Zheng Zhang|Qi Liu|Zirui Hu|Yi Zhan|Zhenya Huang|Weibo Gao|Qingyang Mao
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform.
Mingyue Cheng|Hao Zhang|Jiqian Yang|Qi Liu|Li Li|Xin Huang|Liwei Song|Zhi Li|Zhenya Huang|Enhong Chen
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
A generalized multi-skill aggregation method for cognitive diagnosis.
Suojuan Zhang|Song Huang|Xiaohan Yu|Enhong Chen|Fei Wang|Zhenya Huang
World Wide Web (WWW) 2023 Volume 26 Issue 2
doi dblp
Personal or General? A Hybrid Strategy with Multi-factors for News Recommendation.
Zhenya Huang|Binbin Jin|Hongke Zhao|Qi Liu|Defu Lian|Tengfei Bao|Enhong Chen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
Federated User Modeling from Hierarchical Information.
Qi Liu|Jinze Wu|Zhenya Huang|Hao Wang|Yuting Ning|Ming Chen|Enhong Chen|Jinfeng Yi|Bowen Zhou
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
An Efficient and Robust Semantic Hashing Framework for Similar Text Search.
Liyang He|Zhenya Huang|Enhong Chen|Qi Liu|Shiwei Tong|Hao Wang|Defu Lian|Shijin Wang
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems.
Guanhao Zhao|Zhenya Huang|Yan Zhuang|Jiayu Liu|Qi Liu|Zhiding Liu|Jinze Wu|Enhong Chen
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Learning from Crowds with Annotation Reliability.
Zhi Cao|Enhong Chen|Ye Huang|Shuanghong Shen|Zhenya Huang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Using Entropy for Group Sampling in Pairwise Ranking from implicit feedback.
Yujie Chen|Runlong Yu|Qi Liu|Enhong Chen|Zhenya Huang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
A Mathematical Word Problem Generator with Structure Planning and Knowledge Enhancement.
Longhu Qin|Jiayu Liu|Zhenya Huang|Kai Zhang|Qi Liu|Binbin Jin|Enhong Chen
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
MassNE: Exploring Higher-Order Interactions with Marginal Effect for Massive Battle Outcome Prediction.
Yin Gu|Kai Zhang|Qi Liu|Xin Lin|Zhenya Huang|Enhong Chen
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer.
Yu Yin|Le Dai|Zhenya Huang|Shuanghong Shen|Fei Wang|Qi Liu|Enhong Chen|Xin Li
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation.
Hao Wang|Defu Lian|Hanghang Tong|Qi Liu|Zhenya Huang|Enhong Chen
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
doi dblp
Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect.
Shuanghong Shen|Zhenya Huang|Qi Liu|Yu Su|Shijin Wang|Enhong Chen
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification.
Kai Zhang|Qi Liu|Zhenya Huang|Mingyue Cheng|Kun Zhang|Mengdi Zhang|Wei Wu|Enhong Chen
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval.
Yan Zhuang|Qi Liu|Zhenya Huang|Zhi Li|Binbin Jin|Haoyang Bi|Enhong Chen|Shijin Wang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
AdaptKT: A Domain Adaptable Method for Knowledge Tracing.
Song Cheng|Qi Liu|Enhong Chen|Kai Zhang|Zhenya Huang|Yu Yin|Xiaoqing Huang|Yu Su
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

doi dblp
RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems.
Weibo Gao|Paul N. Bennett|Jianhui Ma|Qi Liu|Zhenya Huang|Yu Yin|Haoyang Bi|Mu-Chun Wang|Paul N. Bennett|Jianhui Ma|Shijin Wang|Yu Su
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Federated Deep Knowledge Tracing.
Jinze Wu|Zhenya Huang|Qi Liu|Defu Lian|Hao Wang|Enhong Chen|Haiping Ma|Shijin Wang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
doi dblp
Hierarchical Personalized Federated Learning for User Modeling.
Jinze Wu|Qi Liu|Zhenya Huang|Yuting Ning|Hao Wang|Enhong Chen|Jinfeng Yi|Bowen Zhou
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students.
Zhenya Huang|Qi Liu|Yuying Chen|Le Wu|Keli Xiao|Enhong Chen|Haiping Ma|Guoping Hu
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 2
doi dblp
Neural Mathematical Solver with Enhanced Formula Structure.
Zhenya Huang|Qi Liu|Weibo Gao|Jinze Wu|Yu Yin|Hao Wang|Enhong Chen
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process.
Shuanghong Shen|Qi Liu|Enhong Chen|Han Wu|Zhenya Huang|Weihao Zhao|Yu Su|Haiping Ma|Shijin Wang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

doi dblp
DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis.
Song Cheng|Qi Liu|Enhong Chen|Zai Huang|Zhenya Huang|Yiying Chen|Haiping Ma|Guoping Hu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Exploring Multi-Objective Exercise Recommendations in Online Education Systems.
Zhenya Huang|Qi Liu|Chengxiang Zhai|Yu Yin|Enhong Chen|Weibo Gao|Guoping Hu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2017

doi dblp
Tracking Knowledge Proficiency of Students with Educational Priors.
Yuying Chen|Qi Liu|Zhenya Huang|Le Wu|Enhong Chen|Runze Wu|Yu Su|Guoping Hu
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017