ZH
Zhenya Huang
cs.AIcs.CLcs.LGcs.CYcs.IRcs.CVcs.SEcs.HCstat.MLartificial intelligence
On Valency
published · living versionsW_eymcdy2g·v1 · currentpublished
Beyond Single-Attribute Auditing: A Configurable Multi-Attribute Benchmark for Intersectional Fairness in LLMs
with Zheng Zhang, Yifan Wu, Yuxiang Zhou, Qi Liu +5
1 version
Preprints & journals
59 papers in the corpus · 2018–2026CubicSplat: Differentiable Vector Graphics via Error-Bounded Forward Relaxation2608.20803v1 · Chenglong Liu, Xin Zhang, Yimeng Zhu et al.2026 · 0 citationsarXiv
Survey of Computerized Adaptive Testing: A Machine Learning Perspective.41805521 · Zhuang, Yan, Liu, Qi, Bi, Haoyang et al.2026 · 8 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):8744-8763
SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering?2605.22175v1 · Yuxuan Sun, Yuze Zhao, Yufeng Wang et al.2026 · 0 citationsACL 2026 Findings
What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code2605.19762v1 · Yuze Zhao, Junpeng Fang, Lu Yu et al.2026 · 0 citationsarXiv
Enhancing Mathematical Reasoning Through Autonomously Learning Knowledge.41259162 · Liu, Jiayu, Huang, Zhenya, Chen, Enhong et al.2025 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2025;PP
Efficient Benchmarking via Bias-Bounded Subset Selection.40794506 · Zhuang, Yan, Yu, Junhao, Liu, Qi et al.2025 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(12):11785-11801
A Survey on Deep Text Hashing: Efficient Semantic Text Retrieval with Binary Representation2510.27232v1 · Liyang He, Zhenya Huang, Cheng Yang et al.2025 · 0 citationsarXiv
Semantic-Aligned Code Summarization: Bridging the Gap Between Code and Natural Language Through Data Flow Analysis.40668702 · Zhao, Yuze, Huang, Zhenya, Zhang, Kai et al.2025 · 1 citationIEEE transactions on neural networks and learning systems. 2025;36(10):19240-19254
Deep Thinking by Markov Chain of Continuous Thoughts2509.25020v2 · Jiayu Liu, Zhenya Huang, Xuan Yang et al.2025 · 0 citationsarXiv
Practicing in quiz, assessing in quiz: A quiz-based neural network approach for knowledge tracing.40674786 · Shen, Shuanghong, Liu, Qi, Huang, Zhenya et al.2026 · 4 citationsNeural networks : the official journal of the International Neural Network Society. 2025;191:107797
A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects2506.19769v1 · Shulan Ruan, Rongwei Wang, Xuchen Shen et al.2025 · 4 citationsarXiv
Perception-R1: Advancing Multimodal Reasoning Capabilities of MLLMs via Visual Perception Reward2506.07218v3 · Tong Xiao, Xin Xu, Zhenya Huang et al.2025 · 0 citationsarXiv
Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning2506.04625v1 · Zhiyuan Ma, Jiayu Liu, Xianzhen Luo et al.2025 · 7 citationsarXiv
Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based Modeling2506.04699v1 · Bihan Xu, Shiwei Zhao, Runze Wu et al.2025 · 5 citationsarXiv
CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective2506.04481v1 · Jiayu Liu, Zhenya Huang, Wei Dai et al.2025 · 0 citationsarXiv
TestAgent: An Adaptive and Intelligent Expert for Human Assessment2506.03032v1 · Junhao Yu, Yan Zhuang, YuXuan Sun et al.2025 · 0 citationsarXiv
From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation2506.00963v1 · Cheng Cheng, Zhenya Huang, Guanhao Zhao et al.2025 · 3 citationsarXiv
IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory2506.01048v2 · Wei Song, Zhenya Huang, Cheng Cheng et al.2025 · 2 citationsarXiv
MGS3: A Multi-Granularity Self-Supervised Code Search Framework2505.24274v1 · Rui Li, Junfeng Kang, Qi Liu et al.2025 · 0 citationsarXiv
CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models2505.20642v1 · Yi Zhan, Qi Liu, Weibo Gao et al.2025 · 3 citationsarXiv
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation2504.12323v2 · Zheng Zhang, Ning Li, Qi Liu et al.2025 · 1 citationarXiv
Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models2502.13656v2 · Liyang He, Chenglong Liu, Rui Li et al.2025 · 1 citationarXiv
Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment2502.13170v2 · Yuze Zhao, Tianyun Ji, Wenjun Feng et al.2025 · 0 citationsarXiv
Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems2501.10332v2 · Weibo Gao, Qi Liu, Linan Yue et al.2025 · 23 citationsarXiv
What Makes In-context Learning Effective for Mathematical Reasoning: A Theoretical Analysis2412.12157v1 · Jiayu Liu, Zhenya Huang, Chaokun Wang et al.2024 · 0 citationsarXiv
Learning Relation-Enhanced Hierarchical Solver for Math Word Problems.37235466 · Lin, Xin, Huang, Zhenya, Zhao, Hongke et al.2024 · 13 citationsIEEE transactions on neural networks and learning systems. 2024;35(10):13830-13844
End-to-End Graph Flattening Method for Large Language Models2409.14880v1 · Bin Hong, Jinze Wu, Jiayu Liu et al.2024 · 0 citationsarXiv
RePair: Automated Program Repair with Process-based Feedback2408.11296v1 · Yuze Zhao, Zhenya Huang, Yixiao Ma et al.2024 · 14 citationsACL 2024 Findings
A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions2407.05458v1 · Fei Wang, Weibo Gao, Qi Liu et al.2024 · 7 citationsarXiv
Can LLMs Solve longer Math Word Problems Better?2405.14804v4 · Xin Xu, Tong Xiao, Zitong Chao et al.2024 · 2 citationsInternational Conference on Learning Representations (ICLR 2025)
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process2405.06232v1 · Tong Xiao, Jiayu Liu, Zhenya Huang et al.2024 · 9 citationsarXiv
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform2403.08305v1 · Mingyue Cheng, Hao Zhang, Jiqian Yang et al.2024 · 8 citationsarXiv
Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness2403.07623v2 · Mingyue Cheng, Hao Zhang, Qi Liu et al.2024 · 1 citationarXiv
A Knowledge-Injected Curriculum Pretraining Framework for Question Answering2403.09712v1 · Xin Lin, Tianhuang Su, Zhenya Huang et al.2024 · 3 citationsarXiv
Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing2403.06071v1 · Liyang He, Zhenya Huang, Jiayu Liu et al.2024 · 5 citationsarXiv
A Dataset for the Validation of Truth Inference Algorithms Suitable for Online Deployment2403.08826v1 · Fei Wang, Haoyu Liu, Haoyang Bi et al.2024 · 0 citationsarXiv
Unified Uncertainty Estimation for Cognitive Diagnosis Models2403.14676v1 · Fei Wang, Qi Liu, Enhong Chen et al.2024 · 7 citationsarXiv
Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient Alignment2310.13959v2 · Chuang Zhao, Hongke Zhao, Hengshu Zhu et al.2023 · 10 citationsarXiv
Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm2309.00300v4 · Jiatong Li, Qi Liu, Fei Wang et al.2023 · 20 citationsarXiv
Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms2307.07134v1 · Qi Liu, Zheng Gong, Zhenya Huang et al.2023 · 6 citationsarXiv
Position: AI Evaluation Should Learn from How We Test Humans2306.10512v4 · Yan Zhuang, Qi Liu, Zachary A. Pardos et al.2023 · 15 citationsarXiv
Quiz-based Knowledge Tracing2304.02413v2 · Shuanghong Shen, Enhong Chen, Bihan Xu et al.2023 · 4 citationsarXiv
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning2302.05717v1 · Jiayu Liu, Zhenya Huang, Chengxiang Zhai et al.2023 · 9 citationsarXiv
A Novel Approach for Auto-Formulation of Optimization Problems2302.04643v1 · Yuting Ning, Jiayu Liu, Longhu Qin et al.2023 · 2 citationsarXiv
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training2301.07558v1 · Yuting Ning, Zhenya Huang, Xin Lin et al.2023 · 6 citationsarXiv
Model Inversion Attacks against Graph Neural Networks2209.07807v2 · Zaixi Zhang, Qi Liu, Zhenya Huang et al.2022 · 60 citationsarXiv
Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification2205.08772v1 · Kai Zhang, Qi Liu, Zhenya Huang et al.2022 · 12 citationsarXiv
A generalized multi-skill aggregation method for cognitive diagnosis.35599959 · Zhang, Suojuan, Huang, Song, Yu, Xiaohan et al.2023 · 6 citationsWorld wide web. 2023;26(2):585-614
Towards Exploring Large Molecular Space: An Efficient Chemical Genetic Algorithm.36594005 · Zhu, Jian-Fu, Hao, Zhong-Kai, Liu, Qi et al.2023 · 5 citationsJournal of computer science and technology. 2022;37(6):1464-1477
GraphMI: Extracting Private Graph Data from Graph Neural Networks2106.02820v1 · Zaixi Zhang, Qi Liu, Zhenya Huang et al.2021 · 52 citationsarXiv
Career total: 183 works. 59 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.