Sikuan Yan

According to our database, Sikuan Yan authored at least 8 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

EchoRL: Reinforcement Learning via Rollout Echoing.

Jinhe Bi, Aniri, Minglai Yang, Xingcheng Zhou, Wenke Huang, Sikuan Yan, Yujun Wang, Zixuan Cao, Michael Färber, Xun Xiao, Volker Tresp, Yunpu Ma

CoRR, May, 2026

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents.

Sikuan Yan, Ahmed Bahloul, Ercong Nie, Susanna Schwarzmann, Riccardo Trivisonno, Volker Tresp, Yunpu Ma

CoRR, May, 2026

PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning.

Sikuan Yan, Sicheng Dong, Haotong Wang, Ercong Nie, Yilun Liu, Jinhe Bi, Yingjie Xu, Susanna Schwarzmann, Riccardo Trivisonno, Volker Tresp, Yunpu Ma

CoRR, May, 2026

Reasoning Compression with Mixed-Policy Distillation.

Han Yang, Mingyan Wu, Bailan He, Zeyu Cao, Sikuan Yan, Kevin Qinghong Lin, Zifeng Ding

CoRR, May, 2026

Routing-Free Mixture-of-Experts.

Yilun Liu, Jinru Han, Sikuan Yan, Volker Tresp, Yunpu Ma

CoRR, April, 2026

2025

Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning.

Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Hinrich Schütze, Volker Tresp, Yunpu Ma

CoRR, August, 2025

TCP: a Benchmark for Temporal Constraint-Based Planning.

Zifeng Ding, Sikuan Yan, Zhangdie Yuan, Xianglong Hu, Fangru Lin, Andreas Vlachos

CoRR, May, 2025

TCP: a Benchmark for Temporal Constraint-Based Planning.

Zifeng Ding, Sikuan Yan, Moy Yuan, Xianglong Hu, Fangru Lin, Andreas Vlachos

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025