Tao Tan

12 papers A* 2Misc 1Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgentCAT: An LLM Agent for Extracting and Analyzing Catalytic Reaction Data from Chemical Engineering Literature.
CoRR
Wei Yang, Zihao Liu, Tao Tan, Xiao Hu, Hong Xie, Lulu Li Xin Li, Jianyu Han, Defu Lian, Mao Ye
2026 J jnl
Demystifying Design Choices of Reinforcement Fine-tuning: A Batched Contextual Bandit Learning Perspective.
CoRR
Hong Xie, Xiao Hu, Tao Tan, Haoran Gu, Xin Li, Jianyu Han, Defu Lian, Enhong Chen
2026 J jnl
Model Specific Task Similarity for Vision Language Model Selection via Layer Conductance.
CoRR
Wei Yang, Hong Xie, Tao Tan, Xin Li, Defu Lian, Enhong Chen
2026 A* conf
Multiple-play Stochastic Bandits with Prioritized Arm Capacity Sharing.
AAAI
Hong Xie, Haoran Gu, Yanying Huang, Tao Tan, Defu Lian
2026 J jnl
Rethinking Reinforcement fine-tuning of LLMs: A Multi-armed Bandit Learning Perspective.
CoRR
Xiao Hu, Hong Xie, Tao Tan, Defu Lian, Jianyu Han
2025 Misc conf
A 3D Attenuation Coefficient based Degradation Estimation for Real Non-Homogeneous Dehazing.
ICASSP
Hanyu Jiang, Zemin Ren, Tao Tan
2025 J jnl
Multiple-play Stochastic Bandits with Prioritized Arm Capacity Sharing.
CoRR
Hong Xie, Haoran Gu, Yanying Huang, Tao Tan, Defu Lian
2024 J jnl
A Meta-Learning Approach to Mitigating the Estimation Bias of Q-Learning.
ACM Trans. Knowl. Discov. Data
Tao Tan, Hong Xie, Xiaoyu Shi, Mingsheng Shang
2024 A* conf
Adaptive Order Q-learning.
IJCAI
Tao Tan, Hong Xie, Defu Lian
2024 J jnl
Adaptive moving average Q-learning.
Knowl. Inf. Syst.
Tao Tan, Hong Xie, Yunni Xia, Xiaoyu Shi, Mingsheng Shang
2024 J jnl
Asynchronous SGD with stale gradient dynamic adjustment for deep learning training.
Inf. Sci.
Tao Tan, Hong Xie, Yunni Xia, Xiaoyu Shi, Mingsheng Shang
2024 J jnl
Q-learning with heterogeneous update strategy.
Inf. Sci.
Tao Tan, Hong Xie, Liang Feng