Bayesian Transformer Language Models for Speech Recognition. - Boyang Xue; Jianwei Yu 001; Junhao Xu; Shansong Liu; Shoukang Hu; Zi Ye 001; Mengzhe Geng; Xunying Liu; Helen Meng (ICASSP, 2021)

Development of the Cuhk Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank Corpus. - Zi Ye 001; Shoukang Hu; Jinchao Li; Xurong Xie; Mengzhe Geng; Jianwei Yu 001; Junhao Xu; Boyang Xue; Shansong Liu; Xunying Liu; Helen Meng (ICASSP, 2021)

A Robotic Ultrasound System Controlled by Human sEMG Signals. - Boyang Xue; Wei Xue; Qinghua Huang (ICARM, 2022)

Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems. - Mingyu Cui; Jiajun Deng; Shoukang Hu; Xurong Xie; Tianzi Wang; Shujie Hu; Mengzhe Geng; Boyang Xue; Xunying Liu; Helen Meng (INTERSPEECH, 2022)

Confidence Score Based Conformer Speaker Adaptation for Speech Recognition. - Jiajun Deng; Xurong Xie; Tianzi Wang; Mingyu Cui; Boyang Xue; Zengrui Jin; Mengzhe Geng; Guinan Li; Xunying Liu; Helen Meng (INTERSPEECH, 2022)

Bayesian Neural Network Language Modeling for Speech Recognition. - Boyang Xue; Shoukang Hu; Junhao Xu; Mengzhe Geng; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment. - Boyang Xue; Weichao Wang; Hongru Wang 003; Fei Mi; Rui Wang 092; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (EMNLP (Findings), 2023)

TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration. - Hongru Wang 003; Huimin Wang; Lingzhi Wang 001; Minda Hu; Rui Wang 092; Boyang Xue; Hongyuan Lu; Fei Mi; Kam-Fai Wong (CoRR, 2023)

Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems. - Jiajun Deng; Xurong Xie; Tianzi Wang; Mingyu Cui; Boyang Xue; Zengrui Jin; Guinan Li; Shujie Hu; Xunying Liu (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

LoRA Meets Dropout under a Unified Framework. - Sheng Wang; Liheng Chen; Jiyue Jiang; Boyang Xue; Lingpeng Kong; Chuan Wu (ACL (Findings), 2024)

PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA. - Sheng Wang; Boyang Xue; Jiacheng Ye; Jiyue Jiang; Liheng Chen; Lingpeng Kong; Chuan Wu (ACL (1), 2024)

UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval. - Hongru Wang 003; Boyang Xue; Baohang Zhou; Rui Wang 092; Fei Mi; Weichao Wang; Yasheng Wang; Kam-Fai Wong (LREC/COLING, 2024)

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction. - Hongru Wang 003; Rui Wang 092; Boyang Xue; Heming Xia; Jingtao Cao; Zeming Liu; Jeff Z. Pan; Kam-Fai Wong (EMNLP, 2024)

Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting. - Rui Wang 092; Hongru Wang 003; Fei Mi; Boyang Xue; Yi Chen 007; Kam-Fai Wong; Ruifeng Xu 001 (NAACL-HLT, 2024)

Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models. - Rui Wang 092; Fei Mi; Yi Chen 007; Boyang Xue; Hongru Wang 003; Qi Zhu 007; Kam-Fai Wong; Ruifeng Xu 001 (NAACL-HLT (Findings), 2024)

TPE: Towards Better Compositional Reasoning over Cognitive Tools via Multi-persona Collaboration. - Hongru Wang 003; Huimin Wang; Lingzhi Wang 001; Minda Hu; Rui Wang 092; Boyang Xue; Yongfeng Huang; Kam-Fai Wong (NLPCC (2), 2024)

Self-DC: When to retrieve and When to generate? Self Divide-and-Conquer for Compositional Unknown Questions. - Hongru Wang 003; Boyang Xue; Baohang Zhou; Tianhua Zhang; Cunxiang Wang; Guanhua Chen 001; Huimin Wang; Kam-Fai Wong (CoRR, 2024)

A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models. - Boyang Xue; Hongru Wang 003; Weichao Wang; Rui Wang 092; Sheng Wang; Zeming Liu; Kam-Fai Wong (CoRR, 2024)

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models. - Boyang Xue; Hongru Wang 003; Rui Wang 092; Sheng Wang; Zezhong Wang 004; Yiming Du; Bin Liang 004; Wenxuan Zhang; Kam-Fai Wong (ACL (Findings), 2025)

UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models. - Boyang Xue; Fei Mi; Qi Zhu 007; Hongru Wang 003; Rui Wang 092; Sheng Wang; Erxin Yu; Xuming Hu; Kam-Fai Wong (ACL (1), 2025)

Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning. - Erxin Yu; Jing Li 049; Ming Liao; Qi Zhu 011; Boyang Xue; Minghui Xu; Baojun Wang; Lanqing Hong; Fei Mi; Lifeng Shang (ACL (1), 2025)

MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards. - Sheng Wang; Liheng Chen; Pengan Chen; Jingwei Dong; Boyang Xue; Jiyue Jiang; Lingpeng Kong; Chuan Wu (ICLR, 2025)

Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions. - Hongru Wang 003; Boyang Xue; Baohang Zhou; Tianhua Zhang; Cunxiang Wang; Huimin Wang; Guanhua Chen 001; Kam-Fai Wong (NAACL (Long Papers), 2025)

DAST: Difficulty-Aware Self-Training on Large Language Models. - Boyang Xue; Qi Zhu 007; Hongru Wang 003; Rui Wang 092; Sheng Wang; Hongling Xu; Fei Mi; Yasheng Wang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)

TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning. - Sheng Wang; Pengan Chen; Jingqi Zhou; Qintong Li; Jingwei Dong; Jiahui Gao; Boyang Xue; Jiyue Jiang; Lingpeng Kong; Chuan Wu (CoRR, 2025)

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models. - Rui Wang 092; Hongru Wang 003; Boyang Xue; Jianhui Pang; Shudong Liu 004; Yi Chen 007; Jiahao Qiu; Derek Fai Wong; Heng Ji 001; Kam-Fai Wong (CoRR, 2025)

Toward a Theory of Agents as Tool-Use Decision-Makers. - Hongru Wang 003; Cheng Qian 008; Manling Li; Jiahao Qiu; Boyang Xue; Mengdi Wang; Heng Ji 001; Kam-Fai Wong (CoRR, 2025)

ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models. - Boyang Xue; Qi Zhu 007; Rui Wang 092; Sheng Wang; Hongru Wang 003; Fei Mi; Yasheng Wang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)