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Publication date Communities Collections Article title Author(s) Journal/Conference
26 Jan 2026 SERC Institute for Infocomm Research Latent-RQ: Enhancing Speech Pre-training with Latent Representations and Random Quantization Muhammad Huzaifah, Hardik Sailor, Jeremy Wong, Nancy Chen, Ai Ti Aw Proceedings of the AAAI 2026 Workshop on Audio-Centric AI: Towards Real-World Multimodal Reasoning and Application Use Cases (Audio-AAAI)
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 Speech in-context learning of paralinguistic tasks Jeremy H. M. Wong, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
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)
17 Aug 2025 SERC Institute for Infocomm Research Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Ai Ti Aw Interspeech 2025
1 Jul 2025 SERC Institute for Infocomm Research Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights Longyin Zhang, Bowei Zou, Ai Ti Aw Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics
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)
14 Jan 2025 SERC Institute for Infocomm Research Improving Explainable Fact-Checking with Claim-Evidence Correlations Xin Tan, Bowei Zou, Ai Ti Aw Proceedings of the 31st International Conference on Computational Linguistics
25 May 2024 SERC Institute for Infocomm Research CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection Fan Xu, Lei Zeng, Bowei Zou, Ai Ti Aw, Huan Rong Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
20 May 2024 SERC Institute for Infocomm Research Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability Longyin Zhang, Bowei Zou, Ai Ti Aw Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)