Zhengyu Hu

According to our database, Zhengyu Hu authored at least 29 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The Strongest Teacher Is Not Always the Best Teacher: Student-Centric Answer Selection.

Zhengyu Hu, Zheyuan Xiao, Linxin Song, Fengqing Jiang, Yutai Li, Zhengyu Chen, Zhihan Xiong, Yue Liu, Junhao Lin, Yao Su, Lijie Hu, Kaize Ding, Xiao Teng, Radha Poovendran

CoRR, May, 2026

Controllable Concept Bottleneck Models.

Hongbin Lin, Chenyang Ren, Juangui Xu, Zhengyu Hu, Cheng-Long Wang, Yao Shu, Hui Xiong, Jingfeng Zhang, Di Wang, Lijie Hu

CoRR, January, 2026

HumanLLM: Towards Personalized Understanding and Simulation of Human Nature.

Yuxuan Lei, Tianfu Wang, Jianxun Lian, Zhengyu Hu, Defu Lian, Xing Xie

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

CoAct: Co-Active LLM Preference Learning with Human-AI Synergy.

Ruiyao Xu, Mihir Parmar, Tiankai Yang, Zhengyu Hu, Yue Zhao, Kaize Ding

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Towards Acyclic Preference Evaluation of Language Models via Multiple Evaluators.

Zhengyu Hu, Jieyu Zhang, Zhihan Xiong, Alexander Ratner, Kaize Ding, Ranjay Krishna

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Population-Aligned Persona Generation for LLM-based Social Simulation.

Zhengyu Hu, Zheyuan Xiao, Max Xiong, Yuxuan Lei, Tianfu Wang, Jianxun Lian, Kaize Ding, Ziang Xiao, Nicholas Jing Yuan, Xing Xie

CoRR, September, 2025

Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation.

Hongbin Lin, Yifan Jiang, Juangui Xu, Jesse Jiaxi Xu, Yi Lu, Zhengyu Hu, Ying-Cong Chen, Hao Wang

CoRR, July, 2025

Real-time pedestrian recognition model on edge device using infrared vision system.

Li Liu, Kaiye Huang, Yujian Li, Chuxia Zhang, Shuo Zhang, Zhengyu Hu

J. Real Time Image Process., January, 2025

Region-based weighting-and-enhancement network with adaptive class weighting loss for postoperative inguinal hernia prediction.

Jiawei Zhang, Lisheng Wu, Qiang Fang, Weidong Yu, Zhengyu Hu, Fengyun Zhang, Cheng Yang, Xiaoqing Zhang

Eng. Appl. Artif. Intell., 2025

LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System.

Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study.

Zhengyu Hu, Jianxun Lian, Zheyuan Xiao, Seraphina Zhang, Tianfu Wang, Nicholas Jing Yuan, Xing Xie, Hui Xiong

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation.

Hongbin Lin, Yifan Jiang, Juangui Xu, Jesse Jiaxi Xu, Yi Lu, Zhengyu Hu, Ying-Cong Chen, Hao Wang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Editable Concept Bottleneck Models.

Lijie Hu, Chenyang Ren, Zhengyu Hu, Hongbin Lin, Cheng-Long Wang, Zhen Tan, Weimin Lyu, Jingfeng Zhang, Hui Xiong, Di Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Semi-Supervised Concept Bottleneck Models.

Lijie Hu, Tianhao Huang, Huanyi Xie, Xilin Gong, Chenyang Ren, Zhengyu Hu, Lu Yu, Ping Ma, Di Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Explaining Length Bias in LLM-Based Preference Evaluations.

Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Tianfu Wang, Zhengyu Chen, Nicholas Jing Yuan, Jianxun Lian, Kaize Ding, Hui Xiong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Language Model Preference Evaluation with Multiple Weak Evaluators.

Zhengyu Hu, Jieyu Zhang, Zhihan Xiong, Alexander Ratner, Hui Xiong, Ranjay Krishna

CoRR, 2024

Rethinking LLM-based Preference Evaluation.

Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Jingang Wang, Zhenyu Chen, Jieyu Zhao, Hui Xiong

CoRR, 2024

Semi-supervised Concept Bottleneck Models.

Lijie Hu, Tianhao Huang, Huanyi Xie, Chenyang Ren, Zhengyu Hu, Lu Yu, Di Wang

CoRR, 2024

Editable Concept Bottleneck Models.

Lijie Hu, Chenyang Ren, Zhengyu Hu, Cheng-Long Wang, Di Wang

CoRR, 2024

Embedding Guide: Improving Watermarking Robustness and Imperceptibility based on Attention and Edge Information.

Baowei Wang, Xinyu Lv, Yufeng Wu, Changyu Dai, Zhengyu Hu, Xingyuan Zhao

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Combining Vision Transformer and Attention Mechanism for Bird Nest Detection on Power Transmission Line.

Zhengyu Hu, Kaiye Huang, Ronghai Liu, Fangcheng Qiu

Proceedings of the 6th International Conference on Internet of Things, 2024

Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning.

Zhengyu Hu, Yichuan Li, Zhengyu Chen, Jingang Wang, Han Liu, Kyumin Lee, Kaize Ding

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

BlockArb: The Decentralized Arbitration Mechanism for Data Trading.

Baowei Wang, Zhengyu Hu, Yi Yuan, Bin Li, Yuxiao Zhang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

Blockchain-based Medical Image Data Trading Platform with Copyright and Privacy Protection.

Baowei Wang, Wenjue Huang, Bin Li, Yi Yuan, Fan Yang, Zhengyu Hu

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

UNeR3D: Versatile and Scalable 3D RGB Point Cloud Generation from 2D Images in Unsupervised Reconstruction.

Hongbin Lin, Juangui Xu, Qingfeng Xu, Zhengyu Hu, Handing Xu, Yunzhi Chen, Yongjun Hu, Zhenguo Nie

CoRR, 2023

How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking.

Zhengyu Hu, Jieyu Zhang, Yue Yu, Yuchen Zhuang, Hui Xiong

CoRR, 2023

On the Trade-off of Intra-/Inter-class Diversity for Supervised Pre-training.

Jieyu Zhang, Bohan Wang, Zhengyu Hu, Pang Wei Koh, Alexander J. Ratner

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Leveraging Relational Graph Neural Network for Transductive Model Ensemble.

Zhengyu Hu, Jieyu Zhang, Haonan Wang, Siwei Liu, Shangsong Liang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2020

A Fast Non-Contact Vital Signs Detection Method Based on Regional Hidden Markov Model in A 77ghz Lfmcw Radar System.

Zengyang Mei, Qisong Wu, Zhengyu Hu, Jun Tao

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020