HOCT: A Highly Scalable Algorithm for Training Linear CRF on Modern Hardware. - Tianyuan Chen; Lei Chang; Jianqing Ma; Wei Zhang; Feng Gao (ICDM Workshops, 2009)

Semantic Network Language Generation based on a Semantic Networks Serialization Grammar. - Yintang Dai; Shiyong Zhang; Jidong Chen; Tianyuan Chen; Wei Zhang (World Wide Web, 2010)

Relative Orientation and Position Detections Based on an RGB-D Sensor and Dynamic Cooperation Strategies for Jumping Sensor Nodes Recycling. - Jun Zhang 030; Xi Yang; Guangming Song; Tianyuan Chen; Yong Zhang (Sensors, 2015)

Anomaly Detection of Aerospace Facilities Using Ganomaly. - Junrong Du; Lili Guo; Lei Song; Haoran Liang; Tianyuan Chen (ICMSSP, 2020)

Research on the Emotional Expression Framework of Motor Behavior for Wheeled Robots. - Kexin Han; Tianyuan Chen; Yidan Ni; Shiyaxuan Ye; Jiwei Liu; Jianbo Zheng (SmartIoT, 2024)

Policy Optimization with Smooth Guidance Rewards Learned from Sparse-Reward Demonstrations. - Guojian Wang; Faguo Wu; Xiao Zhang 004; Tianyuan Chen (CoRR, 2024)

Preference-Guided Reinforcement Learning for Efficient Exploration. - Guojian Wang; Faguo Wu; Xiao Zhang 004; Tianyuan Chen; Xuyang Chen; Lin Zhao 009 (CoRR, 2024)

ACTIVE: Offline Reinforcement Learning via Adaptive Imitation and In-sample V-Ensemble. - Tianyuan Chen; Ronglong Cai; Faguo Wu; Xiao Zhang (ICLR, 2025)

Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood. - Qingmao Yao; Zhichao Lei; Tianyuan Chen; Ziyue Yuan; Xuefan Chen; Jianxiang Liu; Faguo Wu; Xiao Zhang 004 (ICLR, 2025)

Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood. - Qingmao Yao; Zhichao Lei; Tianyuan Chen; Ziyue Yuan; Xuefan Chen; Jianxiang Liu; Faguo Wu; Xiao Zhang (CoRR, 2025)