Guangda Huzhang

Most-cited papers

AliExpress Learning-to-Rank: Maximizing Online Model Performance Without Going Online
Guangda Huzhang, Zhen-Jia Pang, Yong-Qing Gao, Ya-Wen Liu +8 more
2023IEEE Transactions on Knowledge and Data Engineering32 citations Open access
Semantic Scholar
Truthful fair division without free disposal
Xiao-Hui Bei, Guangda Huzhang, Warut Suksompong
2018Social Choice and Welfare31 citations Open access
Semantic Scholar
Cake Cutting: Envy and Truth
Xiao-Hui Bei, Ning Chen, Guangda Huzhang, Biaoshuai Tao +1 more
2017International Joint Conference on Artificial Intelligence30 citations Open access
Semantic Scholar
Lines, Betweenness and Metric Spaces
Pierre Aboulker, Xiao-Min Chen, Guangda Huzhang, Rohan Kapadia +1 more
2014Discrete & Computational Geometry29 citations Open access
Semantic Scholar
Online Roommate Allocation Problem
Guangda Huzhang, Xin Huang, Sheng-Yu Zhang, Xiao-Hui Bei
2017International Joint Conference on Artificial Intelligence19 citations Open access
Semantic Scholar
Residual Multi-Task Learner for Applied Ranking
Cong Fu, Kun Wang, Jiahua Wu, Yizhou Chen +4 more
2024Knowledge Discovery and Data Mining16 citations Open access
Semantic Scholar
Clustered Embedding Learning for Recommender Systems
Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu +6 more
2023The Web Conference13 citations Open access
Semantic Scholar
Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
Yi-Bo Wang, Hai-Long Sun, Guangda Huzhang, Qing-Guo Chen +4 more
2026Neural Information Processing Systems12 citations
Semantic Scholar
Re-ranking With Constraints on Diversified Exposures for Homepage Recommender System
Qianxiu Hao, Tianze Luo, Guangda Huzhang
2021Social Science Research Network10 citations Open access
Semantic Scholar
Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization
Meng Li, Guangda Huzhang, Hai-Bo Zhang, Xiting Wang +1 more
2025Annual Meeting of the Association for Computational Linguistics9 citations
Semantic Scholar
SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models
Yi-Bo Wang, Guangda Huzhang, Qing-Guo Chen, Zhao Xu +3 more
2025Neural Information Processing Systems7 citations
Semantic Scholar
Recurrent Temporal Revision Graph Networks
Yizhou Chen, Anxiang Zeng, Guangda Huzhang, Qingtao Yu +5 more
2023Neural Information Processing Systems6 citations Open access
Semantic Scholar
Graph metric with no proper inclusion between lines
Xiao-Min Chen, Guangda Huzhang, Peihan Miao, Kuan Yang
2014Discrete Applied Mathematics6 citations Open access
Semantic Scholar
Imitate TheWorld: A Search Engine Simulation Platform
Yong-Qing Gao, Guangda Huzhang, Weijie Shen, Ya-Wen Liu +4 more
2021arXiv.org4 citations
Semantic Scholar
Validation Set Evaluation can be Wrong: An Evaluator-Generator Approach for Maximizing Online Performance of Ranking in E-commerce
Guangda Huzhang, Zhen-Jia Pang, Yong-Qing Gao, Wen-Ji Zhou +3 more
2020arXiv.org4 citations
Semantic Scholar
M2: Dual-Memory Augmentation for Long-Horizon Web Agents via Trajectory Summarization and Insight Retrieval
Da-Wei Yan, Hao-Kui Zhang, Guangda Huzhang, Yang Li +7 more
2026arXiv.org3 citations
Semantic Scholar
Learning Personalizable Clustered Embedding for Recommender Systems
Yizhou Chen, Guangda Huzhang, An-Xiang Zeng, Qingtao Yu +6 more
2024Trans. Recomm. Syst.2 citations
Semantic Scholar
Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce
Xue-Si Wang, Guangda Huzhang, Qian-Ying Lin, Qing Da +1 more
2021Web Search and Data Mining2 citations Open access
Semantic Scholar
A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments
Yu-Hang Zhou, Peng Hu, Chen Liang, Huan Xu +5 more
2021AAAI Conference on Artificial Intelligence2 citations Open access
Semantic Scholar
Building Autonomous GUI Navigation via Agentic-Q Estimation and Step-Wise Policy Optimization
Yi-Bo Wang, Guangda Huzhang, Yu-Wei Hu, Yu Xia +6 more
2026arXiv.org1 citations
Semantic Scholar
M$^{2}$: Dual-Memory Augmentation for Long-Horizon Web Agents via Trajectory Summarization and Insight Retrieval
Da-Wei Yan, Hao-Kui Zhang, Guangda Huzhang, Yang Li +7 more
2026IEEE transactions on multimedia1 citations Open access
Semantic Scholar
PACE: Progressive Angular-to-Norm Contrastive Embedding
Yan-Ping Li, Wei Zhou, Ya-Wen Liu, Yi-Bo Wang +6 more
20261 citations
Semantic Scholar
Establishing Reliability Metrics for Reward Models in Large Language Models
Yizhou Chen, Ya-Wen Liu, Xue-Si Wang, Qingtao Yu +4 more
2025arXiv.org1 citations
Semantic Scholar
An E-Commerce Dataset Revealing Variations during Sales
Jianfu Zhang, Qingtao Yu, Yizhou Chen, Guoliang Zhou +7 more
2024Annual International ACM SIGIR Conference on Research and Development in Information Retrieval1 citations
Semantic Scholar
Exploit Customer Life-time Value with Memoryless Experiments
Zi-Zhao Zhang, Yifei Zhao, Guangda Huzhang
2022arXiv.org0 citations
Semantic Scholar
A General Traffic Shaping Protocol in E-Commerce
Chenlin Shen, Guangda Huzhang, Yu-Hang Zhou, Chen Liang +1 more
2021arXiv.org0 citations
Semantic Scholar
Beyond the Ground-Truth: An Evaluator-Generator Framework for Group-wise Learning-to-Rank in E-Commerce
Guangda Huzhang, Zhen-Jia Pang, Yong-Qing Gao, Wen-Ji Zhou +3 more
20200 citations
Semantic Scholar
Efficiency, fairness and incentives in resource allocation
Guangda Huzhang
20180 citations Open access
Semantic Scholar
3 . 2 Constant Approximation Algorithm for Online Roommate Market
Guangda Huzhang, Xin Huang, Sheng-Yu Zhang, Xiao-Hui Bei
20170 citations
Semantic Scholar
Roommate Allocation Problem ∗
Guangda Huzhang, Xin Huang, Sheng-Yu Zhang, Xiao-Hui Bei
20170 citations
Semantic Scholar