Liyang He

According to our database, Liyang He authored at least 13 papers between 2020 and 2025.

Collaborative distances:

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

2025

MGS3: A Multi-Granularity Self-Supervised Code Search Framework.

Rui Li, Junfeng Kang, Qi Liu, Liyang He, Zheng Zhang, Yunhao Sha, Linbo Zhu, Zhenya Huang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering.

Hongyu Yang, Jiahui Hou, Liyang He, Rui Li

Proceedings of the 31st International Conference on Computational Linguistics, 2025

CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval.

Heng Yu, Junfeng Kang, Rui Li, Qi Liu, Liyang He, Zhenya Huang, Shuanghong Shen, Junyu Lu

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

UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation.

Rui Li, Liyang He, Qi Liu, Zheng Zhang, Heng Yu, Yuyang Ye, Linbo Zhu, Yu Su

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models.

Liyang He, Chenglong Liu, Rui Li, Zhenya Huang, Shulan Ruan, Jun Zhou, Enhong Chen

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

2024

A Flexible Plug-and-Play Module for Generating Variable-Length.

Liyang He, Yuren Zhang, Rui Li, Zhenya Huang, Runze Wu, Enhong Chen

CoRR, 2024

Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering.

Hongyu Yang, Liyang He, Min Hou, Shuanghong Shen, Rui Li, Jiahui Hou, Jianhui Ma, Junda Zhao

CoRR, 2024

Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing.

Liyang He, Zhenya Huang, Jiayu Liu, Enhong Chen, Fei Wang, Jing Sha, Shijin Wang

Proceedings of the ACM on Web Conference 2024, 2024

One-bit Deep Hashing: Towards Resource-Efficient Hashing Model with Binary Neural Network.

Liyang He, Zhenya Huang, Chenglong Liu, Rui Li, Runze Wu, Qi Liu, Enhong Chen

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models.

Rui Li, Qi Liu, Liyang He, Zheng Zhang, Hao Zhang, Shengyu Ye, Junyu Lu, Zhenya Huang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework.

Rui Li, Liyang He, Qi Liu, Yuze Zhao, Zheng Zhang, Zhenya Huang, Yu Su, Shijin Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

An Efficient and Robust Semantic Hashing Framework for Similar Text Search.

Liyang He, Zhenya Huang, Enhong Chen, Qi Liu, Shiwei Tong, Hao Wang, Defu Lian, Shijin Wang

ACM Trans. Inf. Syst., October, 2023

2020

Exploiting Knowledge Hierarchy for Finding Similar Exercises in Online Education Systems.

Wei Tong, Shiwei Tong, Wei Huang, Liyang He, Jianhui Ma, Qi Liu, Enhong Chen

Proceedings of the 20th IEEE International Conference on Data Mining, 2020