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Publication date Communities Collections Article title Author(s) Journal/Conference
26 Jan 2026 SERC Institute for Infocomm Research Train multi-modal LLM to understand diverse speech paralinguistics by distilling from teacher with meta-information prompt Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw AAAI Audio-Centric AI Workshop
6 Dec 2025 SERC Institute for Infocomm Research Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
5 Nov 2025 SERC Institute for Infocomm Research Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy Chen, JINYANG WU, AiTi Aw The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
12 Jun 2025 SERC Institute for Infocomm Research Dynamic task balancing for joint information extraction (Pending publish) Anran Hao, Shuo Sun, Jian Su, Siu Cheung Hui, Anh Tuan Luu Neurocomputing
7 Jun 2025 SERC Institute for Infocomm Research Soft Syntactic Reinforcement for Neural Event Extraction Anran Hao, Jian Su, Shuo Sun, Teo Yong Sen Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
7 Jun 2025 SERC Institute for Infocomm Research AudioBench: A Universal Benchmark for Audio Large Language Models Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
12 Mar 2025 SERC Institute for Infocomm Research MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
21 May 2024 SERC Institute for Infocomm Research Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations Donovan Ong, Shuo Sun, Jian Su, Bin Chen the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
5 Aug 2023 SERC Institute for Infocomm Research An Exploratory Study on Model Compression for Text-to-SQL Shuo Sun, Yuze Gao, Yuchen Zhang, Jian Su, Bin Chen, Yingzhan Lin, Shuqi Sun Findings of the Association for Computational Linguistics: ACL 2023