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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)
4 Aug 2025 SERC Institute for Infocomm Research SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation Wenyu Zhang, Wei En Ng, Lixin Ma, Yuwen Wang, Junqi Zhao, Allison Koenecke, Boyang Li, Lu Wang Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (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)
6 May 2025 SERC Institute for Infocomm Research A Survey and Evaluation of Adversarial Attacks in Object Detection Khoi Nguyen Tiet Nguyen, Wenyu Zhang, Kangkang Lu, Yu-Huan Wu, Xingjian Zheng, Hui Li Tan, Liangli Zhen IEEE Transactions on Neural Networks and Learning Systems
12 Mar 2025 SERC Institute for Infocomm Research Step-by-Step Correction of LLM-based Math Word Problems Solutions Yiyao Li, Dhanish Musharraf Ubaidali, Lu Wang, Wenyu Zhang ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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)
16 Sep 2024 SERC Institute for Infocomm Research Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias Wenyu Zhang, Qingmu Liu, Felix Ong, Mohamed Ragab, Chuan-Sheng Foo 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
20 Aug 2024 SERC Institute for Infocomm Research Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training Wenyu Zhang, Li Shen, Chuan-Sheng Foo International Journal of Computer Vision