Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models. - Qinhong Zhou; Zonghan Yang; Peng Li 030; Yang Liu 005 (ACL (1), 2023)

Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision. - Zhiqing Sun; Yikang Shen; Qinhong Zhou; Hongxin Zhang; Zhenfang Chen; David D. Cox; Yiming Yang; Chuang Gan 001 (NeurIPS, 2023)

See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning. - Zhenfang Chen; Qinhong Zhou; Yikang Shen; Yining Hong; Hao Zhang; Chuang Gan 001 (CoRR, 2023)

SALMON: Self-Alignment with Principle-Following Reward Models. - Zhiqing Sun; Yikang Shen; Hongxin Zhang; Qinhong Zhou; Zhenfang Chen; David D. Cox; Yiming Yang; Chuang Gan 001 (CoRR, 2023)

AdaDS: Adaptive data selection for accelerating pre-trained language model knowledge distillation. - Qinhong Zhou; Peng Li 030; Yang Liu 005; Yuyang Guan; Qizhou Xing; Ming Chen; Maosong Sun 001; Yang Liu 005 (AI Open, 2023)

Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning. - Zhenfang Chen; Qinhong Zhou; Yikang Shen; Yining Hong; Zhiqing Sun; Dan Gutfreund; Chuang Gan 001 (AAAI, 2024)

SALMON: Self-Alignment with Instructable Reward Models. - Zhiqing Sun; Yikang Shen; Hongxin Zhang; Qinhong Zhou; Zhenfang Chen; David Daniel Cox; Yiming Yang; Chuang Gan 001 (ICLR, 2024)

Building Cooperative Embodied Agents Modularly with Large Language Models. - Hongxin Zhang; Weihua Du; Jiaming Shan; Qinhong Zhou; Yilun Du; Joshua B. Tenenbaum; Tianmin Shu; Chuang Gan 001 (ICLR, 2024)

HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments. - Qinhong Zhou; Sunli Chen; Yisong Wang; Haozhe Xu; Weihua Du; Hongxin Zhang; Yilun Du; Joshua B. Tenenbaum; Chuang Gan 001 (ICLR, 2024)

Ella: Embodied Social Agents with Lifelong Memory. - Hongxin Zhang; Zheyuan Zhang; Zeyuan Wang; Zunzhe Zhang; Lixing Fang; Qinhong Zhou; Chuang Gan 001 (CoRR, 2025)