Autonomous Tree-search Ability of Large Language Models. - Zheyu Zhang; Zhuorui Ye; Yikang Shen; Chuang Gan 001 (CoRR, 2023)

Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence. - Zifan Wang; Zhuorui Ye; Haoran Wu; Junyu Chen; Li Yi (AAAI, 2024)

Sing it, Narrate it: Quality Musical Lyrics Translation. - Zhuorui Ye; Jinhan Li; Rongwu Xu (EMNLP (Findings), 2024)

Concept-Based Interpretable Reinforcement Learning with Limited to No Human Labels. - Zhuorui Ye; Stephanie Milani; Geoffrey J. Gordon; Fei Fang 001 (CoRR, 2024)

Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models. - Danqing Wang; Zhuorui Ye; Fei Fang 001; Lei Li 005 (CoRR, 2024)

On the Trade-Off between Stability and Fidelity of Gaussian-Smoothed Saliency Maps. - Zhuorui Ye; Farzan Farnia (CoRR, 2024)

Gaussian Smoothing in Saliency Maps: The Stability-Fidelity Trade-Off in Neural Network Interpretability. - Zhuorui Ye; Farzan Farnia (AISTATS, 2025)

LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning. - Zhuorui Ye; Stephanie Milani; Geoffrey J. Gordon; Fei Fang 001 (ICLR, 2025)

Strategic Planning and Rationalizing on Trees Make LLMs Better Debaters. - Danqing Wang; Zhuorui Ye; Xinran Zhao; Fei Fang 001; Lei Li 005 (CoRR, 2025)