Hexuan Deng

15 papers A* 4Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
NoveltyAgent: Autonomous Novelty Reporting Agent with Point-wise Novelty Analysis and Self-Validation.
CoRR
Jiajun Hou, Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Xiaopeng Ke, Min Zhang
2026 J jnl
RouterKGQA: Specialized-General Model Routing for Constraint-Aware Knowledge Graph Question Answering.
CoRR
Bo Yuan, Hexuan Deng, Xuebo Liu, Min Zhang
2026 J jnl
Stop Rewarding Hallucinated Steps: Faithfulness-Aware Step-Level Reinforcement Learning for Small Reasoning Models.
CoRR
Shuo Nie, Hexuan Deng, Chao Wang, Ruiyu Fang, Xuebo Liu, Shuangyong Song, Yu Li, Min Zhang, Xuelong Li
2025 A* conf
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs.
EMNLP
Xiaopeng Ke, Hexuan Deng, Xuebo Liu, Jun Rao, Zhenxi Song, Jun Yu, Min Zhang
2025 J jnl
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs.
CoRR
Xiaopeng Ke, Hexuan Deng, Xuebo Liu, Jun Rao, Zhenxi Song, Jun Yu, Min Zhang
2025 — conf
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization.
ACL (1)
Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Jing Li, Min Zhang, Zhaopeng Tu
2025 J jnl
Dynamic Sampling that Adapts: Iterative DPO for Self-Aware Mathematical Reasoning.
CoRR
Jun Rao, Xuebo Liu, Hexuan Deng, ZePeng Lin, Zixiong Yu, Jiansheng Wei, Xiaojun Meng, Min Zhang
2025 J jnl
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Large Reasoning Models.
CoRR
Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Jun Rao, Min Zhang
2024 A* conf
Curriculum Consistency Learning for Conditional Sentence Generation.
EMNLP
Liangxin Liu, Xuebo Liu, Lian Lian, Shengjun Cheng, Jun Rao, Tengfei Yu, Hexuan Deng, Min Zhang
2024 J jnl
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization.
CoRR
Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Min Zhang, Zhaopeng Tu
2024 A* conf
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates.
NeurIPS
Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Min Zhang, Zhaopeng Tu
2024 J jnl
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates.
CoRR
Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Min Zhang, Zhaopeng Tu
2023 J jnl
Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm.
CoRR
Hexuan Deng, Xin Zhang, Meishan Zhang, Xuebo Liu, Min Zhang
2023 A* conf
Improving Simultaneous Machine Translation with Monolingual Data.
AAAI
Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang
2022 J jnl
Improving Simultaneous Machine Translation with Monolingual Data.
CoRR
Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang