Prototypical Reward Network for Data-Efficient RLHF. - Jinghan Zhang 002; Xiting Wang; Yiqiao Jin; Changyu Chen; Xinhao Zhang 001; Kunpeng Liu 001 (ACL (1), 2024)

Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues. - Henry J. Xie; Jinghan Zhang 002; Xinhao Zhang 001; Kunpeng Liu 001 (IEEE Big Data, 2024)

Thought Space Explorer: Navigating and Expanding Thought Space for Large Language Model Reasoning. - Jinghan Zhang 002; Kunpeng Liu 001 (IEEE Big Data, 2024)

Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental Adaptation. - Xinhao Zhang 001; Jinghan Zhang 002; Wujun Si; Kunpeng Liu 001 (ICKG, 2024)

Enhancing Risk Assessment in Transformers with Loss-at-Risk Functions. - Jinghan Zhang 002; Henry Xie; Xinhao Zhang 001; Kunpeng Liu 001 (ICKG, 2024)

Dynamic and Adaptive Feature Generation with LLM. - Xinhao Zhang 001; Jinghan Zhang 002; Banafsheh Rekabdar; Yuanchun Zhou; Pengfei Wang 008; Kunpeng Liu 001 (CoRR, 2024)

Retrieval-Augmented Feature Generation for Domain-Specific Classification. - Xinhao Zhang 001; Jinghan Zhang 002; Fengran Mo; Yuzhong Chen; Kunpeng Liu 001 (CoRR, 2024)

Thought Space Explorer: Navigating and Expanding Thought Space for Large Language Model Reasoning. - Jinghan Zhang 002; Fengran Mo; Xiting Wang; Kunpeng Liu 001 (CoRR, 2024)

RATT: A Thought Structure for Coherent and Correct LLM Reasoning. - Jinghan Zhang 002; Xiting Wang; Weijieying Ren; Lu Jiang 007; Dongjie Wang; Kunpeng Liu 001 (AAAI, 2025)

Entropy-based Exploration Conduction for Multi-step Reasoning. - Jinghan Zhang 002; Xiting Wang; Fengran Mo; Yeyang Zhou; Wanfu Gao; Kunpeng Liu 001 (ACL (Findings), 2025)

Diversity-oriented Data Augmentation with Large Language Models. - Zaitian Wang; Jinghan Zhang 002; Xinhao Zhang 001; Kunpeng Liu 001; Pengfei Wang 008; Yuanchun Zhou (ACL (1), 2025)

LEKA:LLM-Enhanced Knowledge Augmentation. - Xinhao Zhang 001; Jinghan Zhang 002; Fengran Mo; Dongjie Wang; Yanjie Fu; Kunpeng Liu 001 (CoRR, 2025)

Distilling Empathy from Large Language Models. - Henry J. Xie; Jinghan Zhang 002; Xinhao Zhang; Kunpeng Liu (CoRR, 2025)

Tensorized Clustered LoRA Merging for Multi-Task Interference. - Zhan Su 002; Fengran Mo; Guojun Liang; Jinghan Zhang 002; Bingbing Wen; Prayag Tiwari; Jian-Yun Nie (CoRR, 2025)

ConvMix: A Mixed-Criteria Data Augmentation Framework for Conversational Dense Retrieval. - Fengran Mo; Jinghan Zhang 002; Yuchen Hui; Jia Ao Sun; Zhichao Xu 001; Zhan Su 002; Jian-Yun Nie (CoRR, 2025)