Junjie Nian

According to our database, Junjie Nian authored at least 6 papers between 2025 and 2026.

Collaborative distances:

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

2026

TraceGraph: Shared Decision Landscapes for Diagnosing and Improving Agent Trajectories.

Junjie Nian, Kang Chen, Ge Zhang, Yixin Cao, Yu-Gang Jiang

CoRR, May, 2026

SliceGraph: Mapping Process Isomers in Multi-Run Chain-of-Thought Reasoning.

Kang Chen, Junjie Nian, Yixin Cao, Yu-Gang Jiang

CoRR, May, 2026

NEX: Neuron Explore-Exploit Scoring for Label-Free Chain-of-Thought Selection and Model Ranking.

Kang Chen, Zhuoka Feng, Sihan Zhao, Kai Xiong, Junjie Nian, Yaoning Wang, Changyi Xiao, Yixin Cao

CoRR, February, 2026

Thinking Traps in Long Chain-of-Thought: A Measurable Study and Trap-Aware Adaptive Restart.

Kang Chen, Fan Yu, Junjie Nian, Shihan Zhao, Zhuoka Feng, Zijun Yao, Heng Wang, Minshen Yu, Yixin Cao

CoRR, January, 2026

ARM: Role-Conditioned Neuron Transplantation for Training-Free Generalist LLM Agent Merging.

Zhuoka Feng, Kang Chen, Sihan Zhao, Kai Xiong, Yaoning Wang, Minshen Yu, Junjie Nian, Changyi Xiao, Yixin Cao, Yugang Jiang

CoRR, January, 2026

2025

Deep learning techniques for point cloud tasks: a review.

Xiaona Song, Haozhe Zhang, Lijun Wang, Jinxing Niu, Ying Zhu, Junjie Nian, Ruixue Cheng

Appl. Intell., October, 2025