Hexuan Deng

According to our database, Hexuan Deng authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

NoveltyAgent: Autonomous Novelty Reporting Agent with Point-wise Novelty Analysis and Self-Validation.

Jiajun Hou, Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Xiaopeng Ke, Min Zhang

CoRR, March, 2026

RouterKGQA: Specialized-General Model Routing for Constraint-Aware Knowledge Graph Question Answering.

Bo Yuan, Hexuan Deng, Xuebo Liu, Min Zhang

CoRR, March, 2026

Stop Rewarding Hallucinated Steps: Faithfulness-Aware Step-Level Reinforcement Learning for Small Reasoning Models.

Shuo Nie, Hexuan Deng, Chao Wang, Ruiyu Fang, Xuebo Liu, Shuangyong Song, Yu Li, Min Zhang, Xuelong Li

CoRR, February, 2026

2025

REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Large Reasoning Models.

Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Jun Rao, Min Zhang

CoRR, May, 2025

Dynamic Sampling that Adapts: Iterative DPO for Self-Aware Mathematical Reasoning.

Jun Rao, Xuebo Liu, Hexuan Deng, Zepeng Lin, Zixiong Yu, Jiansheng Wei, Xiaojun Meng, Min Zhang

CoRR, May, 2025

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs.

Xiaopeng Ke, Hexuan Deng, Xuebo Liu, Jun Rao, Zhenxi Song, Jun Yu, Min Zhang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization.

Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Jing Li, Min Zhang, Zhaopeng Tu

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

2024

DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization.

Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Min Zhang, Zhaopeng Tu

CoRR, 2024

NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates.

Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Min Zhang, Zhaopeng Tu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Curriculum Consistency Learning for Conditional Sentence Generation.

Liangxin Liu, Xuebo Liu, Lian Lian, Shengjun Cheng, Jun Rao, Tengfei Yu, Hexuan Deng, Min Zhang

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

2023

Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm.

Hexuan Deng, Xin Zhang, Meishan Zhang, Xuebo Liu, Min Zhang

CoRR, 2023

Improving Simultaneous Machine Translation with Monolingual Data.

Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang

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