Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning. - Yusen Huo; Qinghua Tao; Jianming Hu (CoRR, 2019)

Cooperative Control for Multi-Intersection Traffic Signal Based on Deep Reinforcement Learning and Imitation Learning. - Yusen Huo; Qinghua Tao; Jianming Hu (IEEE Access, 2020)

DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning. - Xianyuan Zhan; Haoran Xu 003; Yue Zhang; Yusen Huo; Xiangyu Zhu; Honglei Yin; Yu Zheng 004 (CoRR, 2021)

Sustainable Online Reinforcement Learning for Auto-bidding. - Zhiyu Mou; Yusen Huo; Rongquan Bai; Mingzhou Xie; Chuan Yu; Jian Xu 015; Bo Zheng 007 (NeurIPS, 2022)

Generative Auto-bidding via Conditional Diffusion Modeling. - Jiayan Guo; Yusen Huo; Zhilin Zhang 003; Tianyu Wang; Chuan Yu; Jian Xu 015; Bo Zheng 007; Yan Zhang 117 (KDD, 2024)

AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games. - Kefan Su; Yusen Huo; Zhilin Zhang 003; Shuai Dou; Chuan Yu; Jian Xu 015; Zongqing Lu 002; Bo Zheng 007 (NeurIPS, 2024)

Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding. - Haoming Li 017; Yusen Huo; Shuai Dou; Zhenzhe Zheng; Zhilin Zhang 003; Chuan Yu; Jian Xu 015; Fan Wu 006 (WWW, 2024)

AIGB: Generative Auto-bidding via Diffusion Modeling. - Jiayan Guo; Yusen Huo; Zhilin Zhang; Tianyu Wang; Chuan Yu; Jian Xu; Yan Zhang; Bo Zheng (CoRR, 2024)

An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising. - Zhijian Duan 001; Yusen Huo; Tianyu Wang; Zhilin Zhang 003; Yeshu Li; Chuan Yu; Jian Xu 015; Bo Zheng 007; Xiaotie Deng (KDD (1), 2025)