| 2025 | EMNLP | The Illusion of Randomness: How LLMs Fail to Emulate Stochastic Decision-Making in Rock-Paper-Scissors Games? | Zihao Guo, Hongtao Lv, Chaoli Zhang, Yibowen Zhao, Yixin Zhang, Lizhen Cui |
| 2025 | KDD | Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum Learning. | Ning Liu, Yunsen Tang, Haitao Yuan, Hongtao Lv, Lili Jiang, Zhen Li, Wei Zhang, Jianyong Wang |
| 2024 | ICDE | RobFL: Robust Federated Learning via Feature Center Separation and Malicious Center Detection. | Ting Zhou, Ning Liu, Bo Song, Hongtao Lv, Deke Guo, Lei Liu |
| 2024 | TrustCom | Budget-Feasible Double Auction Mechanisms for Model Training Services in Federated Learning Market. | Ting Zhou, Hongtao Lv, Ning Liu, Lei Liu |
| 2023 | AAAI | Utility Maximizer or Value Maximizer: Mechanism Design for Mixed Bidders in Online Advertising. | Hongtao Lv, Zhilin Zhang, Zhenzhe Zheng, Jinghan Liu, Chuan Yu, Lei Liu, Lizhen Cui, Fan Wu |
| 2023 | ICDCS | TradeFL: A Trading Mechanism for Cross-Silo Federated Learning. | Shijing Yuan, Hongtao Lv, Hongze Liu, Chentao Wu, Song Guo, Zhi Liu, Hongyang Chen, Jie Li |
| 2023 | TrustCom | Crowdsourcing-based Model Testing in Federated Learning. | Yunpeng Yi, Hongtao Lv, Tie Luo, Junfeng Yang, Lei Liu, Lizhen Cui |
| 2021 | KDD | Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising. | Xiangyu Liu, Chuan Yu, Zhilin Zhang, Zhenzhe Zheng, Yu Rong, Hongtao Lv, Da Huo, Yiqing Wang, Dagui Chen, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu |
| 2021 | WiOpt | Data-Free Evaluation of User Contributions in Federated Learning. | Hongtao Lv, Zhenzhe Zheng, Tie Luo, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv |
| 2020 | AAAI | Mechanism Design with Predicted Task Revenue for Bike Sharing Systems. | Hongtao Lv, Chaoli Zhang, Zhenzhe Zheng, Tie Luo, Fan Wu, Guihai Chen |
| 2018 | AAIM | Achieving Location Truthfulness in Rebalancing Supply-Demand Distribution for Bike Sharing. | Hongtao Lv, Fan Wu, Tie Luo, Xiaofeng Gao, Guihai Chen |
| 2016 | PRICAI | Adaptive Learning for Efficient Emergence of Social Norms in Networked Multiagent Systems. | Chao Yu, Hongtao Lv, Sandip Sen, Fenghui Ren, Guozhen Tan |