Hui Sun

According to our database, Hui Sun authored at least 17 papers between 2023 and 2026.

Collaborative distances:

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

2026

Mitigating Negative Transfer via Reducing Environmental Disagreement.

Hui Sun, Zheng Xie, Haoyuan He, Ming Li

IEEE Trans. Pattern Anal. Mach. Intell., July, 2026

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation.

Hui Sun, Yun-Ji Zhang, Zheng Xie, Renbiao Liu, Yali Du, Xin-Ye Li, Ming Li

CoRR, April, 2026

Design-Specification Tiling for ICL-based CAD Code Generation.

Yali Du, San-Zhuo Xi, Hui Sun, Ming Li

CoRR, March, 2026

OneTrans: Unified Feature Interaction and Sequence Modeling with One Transformer in Industrial Recommender.

Zhaoqi Zhang, Haolei Pei, Jun Guo, Tianyu Wang, Yufei Feng, Hui Sun, Shaowei Liu, Aixin Sun

Proceedings of the ACM Web Conference 2026, 2026

Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases.

Renbiao Liu, Jiang-Tian Xue, Chao-Zeng Ma, Hui Sun, Xin-Ye Li, Ming Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls.

Renbiao Liu, Chao-Zeng Ma, Anqi Li, Hui Sun, Xin-Ye Li, Ming Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Post-Incorporating Code Structural Knowledge Into Pretrained Models via ICL for Code Translation.

Yali Du, Hui Sun, Ming Li

IEEE Trans. Software Eng., November, 2025

Learning Personalizable Clustered Embedding for Recommender Systems.

Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu, Hui Sun, Heng-Yi Li, Jingyi Li, Yabo Ni, Han Yu, Zhiming Zhou

Trans. Recomm. Syst., September, 2025

Post-Incorporating Code Structural Knowledge into LLMs via In-Context Learning for Code Translation.

Yali Du, Hui Sun, Ming Li

CoRR, March, 2025

MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs.

Hui Sun, Shiyin Lu, Huanyu Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Ming Li

CoRR, January, 2025

Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding?

Renbiao Liu, Anqi Li, Chaoding Yang, Hui Sun, Ming Li

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

2024

A Joint Learning Model with Variational Interaction for Multilingual Program Translation.

Yali Du, Hui Sun, Ming Li

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

Ambiguity-Aware Abductive Learning.

Hao-Yuan He, Hui Sun, Zheng Xie, Ming Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Enhancing unsupervised domain adaptation by exploiting the conceptual consistency of multiple self-supervised tasks.

Hui Sun, Ming Li

Sci. China Inf. Sci., April, 2023

Clustered Embedding Learning for Recommender Systems.

Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu, Hui Sun, Heng-Yi Li, Jingyi Li, Yabo Ni, Han Yu, Zhiming Zhou

Proceedings of the ACM Web Conference 2023, 2023

Semi-supervised Learning with Support Isolation by Small-Paced Self-Training.

Zheng Xie, Hui Sun, Ming Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation.

Hui Sun, Zheng Xie, Xin-Ye Li, Ming Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023