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Zongzhang Zhang

Associate Professor, Nanjing University

3 papers at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Multi-Agent Imitation by Learning and Sampling from Factorized Soft Q-Function

#301 · Yi-Chen Li, Zhongxiang Ling, Tao Jiang, Fuxiang Zhang, Pengyuan Wang, Lei Yuan, Zongzhang Zhang, Yang Yu

Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving

#4110 · Shihan Dou, Ming Zhang, Chenhao Huang, Jiayi Chen, Feng Chen, Shichun Liu, Yan Liu, Chenxiao Liu, CHENG ZHONG, Zongzhang Zhang, Tao Gui, Chao Xin, Wei Chengzhi, Lin Yan, Qi Zhang, Xuanjing Huang

We introduce EvaLearn, a pioneering benchmark designed to evaluate LLMs on their learning capability and efficiency in challenging tasks.

Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Focus-Then-Reuse: Fast Adaptation in Visual Perturbation Environments

#215 · Jiahui Wang, Chao Chen, Jiacheng Xu, Zongzhang Zhang, Yang Yu

We introduce a novel object selection mechanism to allow sim-trained policies to rapidly adapt to real-world visual perturbations.