Beyond

Selected Publications

CUAlign: Leveraging Certainty and Uncertainty Estimations for Factuality Alignment on Large Language Models Under Review.

Boyang Xue, Fei Mi, Qi Zhu, Hongru Wang, Rui Wang, Sheng Wang, Xuming Hu, Kam-Fai Wong.

Self-DC: When to retrieve and When to generate? Self Divide-and-Conquer for Compositional Unknown Questions Under Review.

Hongru Wang*, Boyang Xue*, Baohang Zhou, Tianhua Zhang, Cunxiang Wang, Guanhua Chen, Huimin Wang, Kam-fai Wong.

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models Under Review. [Code]

Boyang Xue*, Hongru Wang*, Rui Wang, Sheng Wang, Zezhong Wang, Yiming Du, Bin Liang, Kam-Fai Wong

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction in Proceedings of the Association for Computational Linguistics: Empirical Methods in Natural Language Processing (EMNLP), 2024. [Code]

Hongru Wang, Rui Wang, Boyang Xue, Heming Xia, Jingtao Cao, Zeming Liu, Jeff Z. Pan, Kam-Fai Wong

PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA in Proceedings of the Association for Computational Linguistics: ACL 2024.

Sheng Wang, Boyang Xue, Jiacheng Ye, Jiyue Jiang, Liheng Chen, Lingpeng Kong, Chuan Wu.

UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval in Proceedings of Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), 2024.

Hongru Wang, Boyang Xue, Baohang Zhou, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Kam-Fai Wong.

Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment in Findings of the Association for Computational Linguistics: Empirical Methods in Natural Language Processing (EMNLP), 2023. [Code]

Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong.

Bayesian Neural Network Language Modeling for Speech Recognition IEEE/ACM Transactions of Audio, Speech, and Language Processing (TASLP), vol. 30, page. 2900-2917, 2022. [Code]

Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng.

Bayesian Transformer Language Models for Speech Recognition in Proceedings of IEEE International Conference of Acoustic, Speech Signal Processing (ICASSP), 2021. [Code]

Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng.

Deep Learning based Patient-Specific Fetal Heart Rate Detection System on FECG (一种基于深度学习和特异性矫正在fecg上胎儿心率检测系统) Chinese Patent Granted in 2020, CN112826513B. [Code]

Boyang XUE, Cheng Cheng.

Contests

Wireless Charging based Energy-Efficient Smart Cars National Grand Prize in the 14th NXP Cup National University Intelligent Car Race, 2019, Served as Programmer & Team Leader. [Video|Code]

Asia and Pacific Mathematical Contest in Modeling (APMCM) Second Prize in the 19th APMCM, 2019, Served as Team Leader.

Beacon based Smart Cars for Tracking and Competition First Prize in the 13th NXP Cup National University Intelligent Car Race, 2018, Served as Programmer & Team Leader.