Minda Hu

32 papers A* 4Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.
Trans. Mach. Learn. Res.
Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Qihan Ren, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Cheng Qian, Zhenhailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang
2026 J jnl
ConMax: Confidence-Maximizing Compression for Efficient Chain-of-Thought Reasoning.
CoRR
Minda Hu, Zexuan Qiu, Zenan Xu, Kun Li, Bo Zhou, Irwin King
2026 J jnl
Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning.
CoRR
Wenhao Yu, Shaohang Wei, Jiahong Liu, Yifan Li, Minda Hu, Aiwei Liu, Hao Zhang, Irwin King
2026 J jnl
Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration.
CoRR
Bowei He, Minda Hu, Zenan Xu, Hongru Wang, Licheng Zong, Yankai Chen, Chen Ma, Xue Liu, Pluto Zhou, Irwin King
2025 J jnl
A Survey of Personalized Large Language Models: Progress and Future Directions.
CoRR
Jiahong Liu, Zexuan Qiu, Zhongyang Li, Quanyu Dai, Jieming Zhu, Minda Hu, Menglin Yang, Irwin King
2025 J jnl
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence.
CoRR
Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Qihan Ren, Cheng Qian, Zhenhailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang
2025 A* conf
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models.
EMNLP
Zhihan Guo, Jiele Wu, Wenqian Cui, Yifei Zhang, Minda Hu, Yufei Wang, Irwin King
2025 J jnl
From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation.
CoRR
Zhihan Guo, Jiele Wu, Wenqian Cui, Yifei Zhang, Minda Hu, Yufei Wang, Irwin King
2025 A* conf
NILE: Internal Consistency Alignment in Large Language Models.
EMNLP
Minda Hu, Qiyuan Zhang, Yufei Wang, Bowei He, Hongru Wang, Jingyan Zhou, Liangyou Li, Yasheng Wang, Chen Ma, Irwin King
2025 — conf
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback.
EMNLP (Findings)
Minda Hu, Tianqing Fang, Jianshu Zhang, Jun-Yu Ma, Zhisong Zhang, Jingyan Zhou, Hongming Zhang, Haitao Mi, Dong Yu, Irwin King
2025 J jnl
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback.
CoRR
Minda Hu, Tianqing Fang, Jianshu Zhang, Junyu Ma, Zhisong Zhang, Jingyan Zhou, Hongming Zhang, Haitao Mi, Dong Yu, Irwin King
2024 J jnl
Enhancing Biomedical Knowledge Retrieval-Augmented Generation with Self-Rewarding Tree Search and Proximal Policy Optimization.
CoRR
Minda Hu, Licheng Zong, Hongru Wang, Jingyan Zhou, Jingjing Li, Yichen Gao, Kam-Fai Wong, Yu Li, Irwin King
2024 J jnl
Mitigating Large Language Model Hallucination with Faithful Finetuning.
CoRR
Minda Hu, Bowei He, Yufei Wang, Liangyou Li, Chen Ma, Irwin King
2024 J jnl
NILE: Internal Consistency Alignment in Large Language Models.
CoRR
Minda Hu, Qiyuan Zhang, Yufei Wang, Bowei He, Hongru Wang, Jingyan Zhou, Liangyou Li, Yasheng Wang, Chen Ma, Irwin King
2024 J jnl
Purple-teaming LLMs with Adversarial Defender Training.
CoRR
Jingyan Zhou, Kun Li, Junan Li, Jiawen Kang, Minda Hu, Xixin Wu, Helen Meng
2024 A* conf
RL-GPT: Integrating Reinforcement Learning and Code-as-policy.
NeurIPS
Shaoteng Liu, Haoqi Yuan, Minda Hu, Yanwei Li, Yukang Chen, Shu Liu, Zongqing Lu, Jiaya Jia
2024 J jnl
RL-GPT: Integrating Reinforcement Learning and Code-as-policy.
CoRR
Shaoteng Liu, Haoqi Yuan, Minda Hu, Yanwei Li, Yukang Chen, Shu Liu, Zongqing Lu, Jiaya Jia
2024 — conf
Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
NAACL-HLT (Findings)
Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng
2024 — conf
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation.
EMNLP (Findings)
Minda Hu, Licheng Zong, Hongru Wang, Jingyan Zhou, Jingjing Li, Yichen Gao, Kam-Fai Wong, Yu Li, Irwin King
2024 — conf
TPE: Towards Better Compositional Reasoning over Cognitive Tools via Multi-persona Collaboration.
NLPCC (2)
Hongru Wang, Huimin Wang, Lingzhi Wang, Minda Hu, Rui Wang, Boyang Xue, Yongfeng Huang, Kam-Fai Wong
2024 — conf
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing.
NAACL-HLT
Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung
2024 J jnl
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing.
CoRR
Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung
2023 J jnl
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue.
CoRR
Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong
2023 — conf
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues.
EMNLP (Findings)
Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong
2023 J jnl
Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
CoRR
Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng
2023 J jnl
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration.
CoRR
Hongru Wang, Huimin Wang, Lingzhi Wang, Minda Hu, Rui Wang, Boyang Xue, Hongyuan Lu, Fei Mi, Kam-Fai Wong
2022 J jnl
Measuring spatio-textual affinities in twitter between two urban metropolises.
J. Comput. Soc. Sci.
Minda Hu, Mayank Kejriwal
2022 A* conf
Momentum Contrastive Pre-training for Question Answering.
EMNLP
Minda Hu, Muzhi Li, Yasheng Wang, Irwin King
2022 J jnl
Momentum Contrastive Pre-training for Question Answering.
CoRR
Minda Hu, Muzhi Li, Yasheng Wang, Irwin King
2021 J jnl
Socioeconomic Correlates of Anti-Science Attitudes in the US.
Future Internet
Minda Hu, Ashwin Rao, Mayank Kejriwal, Kristina Lerman
2020 J jnl
Political Partisanship and Anti-Science Attitudes in Online Discussions about Covid-19.
CoRR
Ashwin Rao, Fred Morstatter, Minda Hu, Emily Chen, Keith Burghardt, Emilio Ferrara, Kristina Lerman
2019 — conf
Entity Linking to Knowledge Graphs to Infer Column Types and Properties.
SemTab@ISWC
Avijit Thawani, Minda Hu, Erdong Hu, Husain Zafar, Naren Teja Divvala, Amandeep Singh, Ehsan Qasemi, Pedro A. Szekely, Jay Pujara