Tiantian Zhang

18 papers A* 1C 2Misc 1Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Calibration Enhanced Decision Maker: Towards Trustworthy Sequential Decision-Making with Large Sequence Models. Trans. Mach. Learn. Res. Haoyuan Sun, Bo Xia, Yifu Luo, Tiantian Zhang, Xueqian Wang
2025	J	`jnl`	Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models. CoRR Haoyuan Sun, JiaQi Wu, Bo Xia, Yifu Luo, Yifei Zhao, Kai Qin, Xufei Lv, Tiantian Zhang, Yongzhe Chang, Xueqian Wang
2025	J	`jnl`	Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation. CoRR Yifu Luo, Xinhao Hu, Keyu Fan, Haoyuan Sun, Zeyu Chen, Bo Xia, Tiantian Zhang, Yongzhe Chang, Xueqian Wang
2024	J	`jnl`	Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization. IEEE Trans. Neural Networks Learn. Syst. Tiantian Zhang, Zichuan Lin, Yuxing Wang, Deheng Ye, Qiang Fu, Wei Yang, Xueqian Wang, Bin Liang, Bo Yuan, Xiu Li
2023	J	`jnl`	Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation. IEEE Trans. Neural Networks Learn. Syst. Tiantian Zhang, Xueqian Wang, Bin Liang, Bo Yuan
2023	A*	`conf`	Curriculum-based Co-design of Morphology and Control of Voxel-based Soft Robots. ICLR Yuxing Wang, Shuang Wu, Haobo Fu, Qiang Fu, Tiantian Zhang, Yongzhe Chang, Xueqian Wang
2023	Misc	`conf`	PreCo: Enhancing Generalization in Co-Design of Modular Soft Robots via Brain-Body Pre-Training. CoRL Yuxing Wang, Shuang Wu, Tiantian Zhang, Yongzhe Chang, Haobo Fu, Qiang Fu, Xueqian Wang
2023	J	`jnl`	Replay-enhanced Continual Reinforcement Learning. CoRR Tiantian Zhang, Kevin Z. Shen, Zichuan Lin, Bo Yuan, Xueqian Wang, Xiu Li, Deheng Ye
2023	J	`jnl`	Replay-enhanced Continual Reinforcement Learning. Trans. Mach. Learn. Res. Tiantian Zhang, Kevin Z. Shen, Zichuan Lin, Bo Yuan, Xueqian Wang, Xiu Li, Deheng Ye
2022	J	`jnl`	A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning. CoRR Yuxing Wang, Tiantian Zhang, Yongzhe Chang, Bin Liang, Xueqian Wang, Bo Yuan
2022	J	`jnl`	A surrogate-assisted controller for expensive evolutionary reinforcement learning. Inf. Sci. Yuxing Wang, Tiantian Zhang, Yongzhe Chang, Xueqian Wang, Bin Liang, Bo Yuan
2022	J	`jnl`	Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization. CoRR Tiantian Zhang, Zichuan Lin, Yuxing Wang, Deheng Ye, Qiang Fu, Wei Yang, Xueqian Wang, Bin Liang, Bo Yuan, Xiu Li
2021	J	`jnl`	Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation. CoRR Tiantian Zhang, Xueqian Wang, Bin Liang, Bo Yuan
2019	J	`jnl`	A Critical Note on the Evaluation of Clustering Algorithms. CoRR Zhong Li, Tiantian Zhang, Bo Yuan
2017	—	`conf`	Density-Based Multiscale Analysis for Clustering in Strong Noise Settings. Australasian Conference on Artificial Intelligence Tiantian Zhang, Bo Yuan
2017	—	`conf`	Towards Solving TSPN with Arbitrary Neighborhoods: A Hybrid Solution. ACALCI Bo Yuan, Tiantian Zhang
2016	C	`conf`	Ubiquitous Robot: A New Paradigm for Intelligence. IDEAL Tiantian Zhang, Bo Yuan, Tao Meng, Yinghao Ren, Houde Liu, Xueqian Wang
2016	C	`conf`	Visualizing MOOC User Behaviors: A Case Study on XuetangX. IDEAL Tiantian Zhang, Bo Yuan