Yusen Huo

18 papers A* 5Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Breaking the Curse of Repulsion: Optimistic Distributionally Robust Policy Optimization for Off-Policy Generative Recommendation.
CoRR
Jie Jiang, Yusen Huo, Xiangxin Zhan, Changping Wang, Jun Zhang
2026 A* conf
DARA: Few-shot Budget Allocation in Online Advertising via In-Context Decision Making with RL-Finetuned LLMs.
WWW
Mingxuan Song, Yusen Huo, Bohan Zhou, Shenglin Yin, Zhen Xiao, Jieyi Long, Zhilin Zhang, Chuan Yu
2026 J jnl
DARA: Few-shot Budget Allocation in Online Advertising via In-Context Decision Making with RL-Finetuned LLMs.
CoRR
Mingxuan Song, Yusen Huo, Bohan Zhou, Shenglin Yin, Zhen Xiao, Jieyi Long, Zhilin Zhang, Chuan Yu
2026 J jnl
DecisionLLM: Large Language Models for Long Sequence Decision Exploration.
CoRR
Xiaowei Lv, Zhilin Zhang, Yijun Li, Yusen Huo, Siyuan Ju, Xuyan Li, Chunxiang Hong, Tianyu Wang, Yongcai Wang, Peng Sun, Chuan Yu, Jian Xu, Bo Zheng
2025 — conf
An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising.
KDD (1)
Zhijian Duan, Yusen Huo, Tianyu Wang, Zhilin Zhang, Yeshu Li, Chuan Yu, Jian Xu, Bo Zheng, Xiaotie Deng
2025 J jnl
An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising.
CoRR
Zhijian Duan, Yusen Huo, Tianyu Wang, Zhilin Zhang, Yeshu Li, Chuan Yu, Jian Xu, Bo Zheng, Xiaotie Deng
2025 — conf
Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model Lens.
KDD (2)
Jiahao Ji, Tianyu Wang, Yeshu Li, Yusen Huo, Zhilin Zhang, Chuan Yu, Jian Xu, Bo Zheng
2024 J jnl
AIGB: Generative Auto-bidding via Diffusion Modeling.
CoRR
Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Yan Zhang, Bo Zheng
2024 A* conf
AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games.
NeurIPS
Kefan Su, Yusen Huo, Zhilin Zhang, Shuai Dou, Chuan Yu, Jian Xu, Zongqing Lu, Bo Zheng
2024 J jnl
AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games.
CoRR
Kefan Su, Yusen Huo, Zhilin Zhang, Shuai Dou, Chuan Yu, Jian Xu, Zongqing Lu, Bo Zheng
2024 A* conf
Generative Auto-bidding via Conditional Diffusion Modeling.
KDD
Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Bo Zheng, Yan Zhang
2024 A* conf
Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding.
WWW
Haoming Li, Yusen Huo, Shuai Dou, Zhenzhe Zheng, Zhilin Zhang, Chuan Yu, Jian Xu, Fan Wu
2024 J jnl
Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding.
CoRR
Haoming Li, Yusen Huo, Shuai Dou, Zhenzhe Zheng, Zhilin Zhang, Chuan Yu, Jian Xu, Fan Wu
2022 A* conf
Sustainable Online Reinforcement Learning for Auto-bidding.
NeurIPS
Zhiyu Mou, Yusen Huo, Rongquan Bai, Mingzhou Xie, Chuan Yu, Jian Xu, Bo Zheng
2022 J jnl
Sustainable Online Reinforcement Learning for Auto-bidding.
CoRR
Zhiyu Mou, Yusen Huo, Rongquan Bai, Mingzhou Xie, Chuan Yu, Jian Xu, Bo Zheng
2021 J jnl
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning.
CoRR
Xianyuan Zhan, Haoran Xu, Yue Zhang, Yusen Huo, Xiangyu Zhu, Honglei Yin, Yu Zheng
2020 J jnl
Cooperative Control for Multi-Intersection Traffic Signal Based on Deep Reinforcement Learning and Imitation Learning.
IEEE Access
Yusen Huo, Qinghua Tao, Jianming Hu
2019 J jnl
Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning.
CoRR
Yusen Huo, Qinghua Tao, Jianming Hu