Jianye Hao

2026

AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search.

Hebin Liang|Jianye Hao|Jinyi Liu|Yi Ma|Zilin Cao|Jing Liang|Kun Shao|Zhaocheng Du|Fei Ni|Yifu Yuan|Yan Zheng

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models.

Yibin Chen|Yifu Yuan|Zeyu Zhang|Yan Zheng|Jinyi Liu|Fei Ni|Jianye Hao|Hangyu Mao|Fuzheng Zhang

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

Learning from Hierarchical Structure of Knowledge Graph for Recommendation.

Yingrong Qin|Chen Gao|Shuangqing Wei|Yue Wang|Depeng Jin|Jian Yuan|Lin Zhang|Dong Li|Jianye Hao|Yong Li

ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1

The MMO Economist: AI Empowers Robust, Healthy, and Sustainable P2W MMO Economies.

Shiwei Zhao|Xi Yuan|Runze Wu|Zhipeng Hu|Haoyu Liu|Kai Wang|Yujing Hu|Tangjie Lv|Changjie Fan|Xin T. Tong|Jiangze Han|Yan Zheng|Jianye Hao

Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

Debiased Recommendation with User Feature Balancing.

Mengyue Yang|Guohao Cai|Furui Liu|Jiarui Jin|Zhenhua Dong|Xiuqiang He|Jianye Hao|Weiqi Shao|Jun Wang|Xu Chen

ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4

A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving.

Hebin Liang|Zibin Dong|Yi Ma|Xiaotian Hao|Yan Zheng|Jianye Hao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

Dual-Process Graph Neural Network for Diversified Recommendation.

Yuanyi Ren|Hang Ni|Yingxue Zhang|Xi Wang|Guojie Song|Dong Li|Jianye Hao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation.

Taichi Liu|Chen Gao|Zhenyu Wang|Dong Li|Jianye Hao|Depeng Jin|Yong Li

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

Breaking Filter Bubble: A Reinforcement Learning Framework of Controllable Recommender System.

Zhenyang Li|Yancheng Dong|Chen Gao|Yizhou Zhao|Dong Li|Jianye Hao|Kai Zhang|Yong Li|Zhi Wang

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation.

Yankai Chen|Menglin Yang|Yingxue Zhang|Mengchen Zhao|Ziqiao Meng|Jianye Hao|Irwin King

WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation.

Xidong Feng|Chen Chen|Dong Li|Mengchen Zhao|Jianye Hao|Jun Wang

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

A Graph-Enhanced Click Model for Web Search.

Jianghao Lin|Weiwen Liu|Xinyi Dai|Weinan Zhang|Shuai Li|Ruiming Tang|Xiuqiang He|Jianye Hao|Yong Yu

SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

An Adversarial Imitation Click Model for Information Retrieval.

Xinyi Dai|Jianghao Lin|Weinan Zhang|Shuai Li|Weiwen Liu|Ruiming Tang|Xiuqiang He|Jianye Hao|Jun Wang|Yong Yu

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2019

Learning Adaptive Display Exposure for Real-Time Advertising.

Weixun Wang|Junqi Jin|Jianye Hao|Chunjie Chen|Chuan Yu|Weinan Zhang|Jun Wang|Xiaotian Hao|Yixi Wang|Han Li|Jian Xu|Kun Gai

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.