| 2026 | SIGdial | Chronological Thinking in Full-Duplex Spoken Dialogue Language Models. | Donghang Wu, Haoyang Zhang, Chen Chen, Tianyu Zhang, Fei Tian, Xuerui Yang, Gang Yu, Hexin Liu, Nana Hou, Yuchen Hu, Eng Siong Chng |
| 2025 | ACL | Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning. | Chengwei Qin, Wenhan Xia, Fangkai Jiao, Chen Chen, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty |
| 2025 | ACL | Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? | Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty |
| 2025 | ACL | AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting. | Yang Xiao, Tianyi Peng, Rohan Kumar Das, Yuchen Hu, Huiping Zhuang |
| 2025 | DAC | UVLLM: An Automated Universal RTL Verification Framework using LLMs. | Yuchen Hu, Junhao Ye, Ke Xu, Jialin Sun, Shiyue Zhang, Xinyao Jiao, Dingrong Pan, Jie Zhou, Ning Wang, Weiwei Shan, Xinwei Fang, Xi Wang, Nan Guan, Zhe Jiang |
| 2025 | DAC | Insights from Rights and Wrongs: A Large Language Model for Solving Assertion Failures in RTL Design. | Jie Zhou, Youshu Ji, Ning Wang, Yuchen Hu, Xinyao Jiao, Bingkun Yao, Xinwei Fang, Shuai Zhao, Nan Guan, Zhe Jiang |
| 2025 | DAC | Insights from Rights and Wrongs: A Large Language Model for Solving Assertion Failures in RTL Design. | Jie Zhou, Youshu Ji, Ning Wang, Yuchen Hu, Xinyao Jiao, Bingkun Yao, Xinwei Fang, Shuai Zhao, Nan Guan, Zhe Jiang |
| 2025 | ICASSP | SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis. | Helin Wang, Meng Yu, Jiarui Hai, Chen Chen, Yuchen Hu, Rilin Chen, Najim Dehak, Dong Yu |
| 2025 | ICCAD | From Concept to Practice: an Automated LLM-aided UVM Machine for RTL Verification. | Junhao Ye, Yuchen Hu, Ke Xu, Dingrong Pan, Qichun Chen, Jie Zhou, Shuai Zhao, Xinwei Fang, Xi Wang, Nan Guan, Zhe Jiang |
| 2025 | ICCD | Repo: Proactive Swapping Exploiting Loop Patterns in Modern Applications. | Jiahui Zhang, Qiang Cao, Yekang Zhan, Yuchen Hu, Jie Yao |
| 2025 | ICLR | Audio Large Language Models Can Be Descriptive Speech Quality Evaluators. | Chen Chen, Yuchen Hu, Siyin Wang, Helin Wang, Zhehuai Chen, Chao Zhang, Chao-Han Huck Yang, Eng Siong Chng |
| 2025 | ICLR | GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling. | Jixun Yao, Hexin Liu, Chen Chen, Yuchen Hu, Eng Siong Chng, Lei Xie |
| 2025 | Interspeech | Video-to-Audio Generation with Fine-grained Temporal Semantics. | Yuchen Hu, Yu Gu, Chenxing Li, Rilin Chen, Dong Yu |
| 2025 | Interspeech | From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology. | Haoyang Li, Yuchen Hu, Chen Chen, Sabato Marco Siniscalchi, Songting Liu, Eng Siong Chng |
| 2025 | MICCAI | DSNT-DeepUNet: A Coordinate Prediction Method for Intrapartum Ultrasound. | Zi Yang, Qingchen Liu, Yuchen Hu, Jingfan Kuang, Shanglin Song, Jianlin Wang |
| 2024 | AAAI | Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation. | Qiushi Zhu, Jie Zhang, Yu Gu, Yuchen Hu, Lirong Dai |
| 2024 | ACL | Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System. | Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang |
| 2024 | ACL | Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models. | Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, Engsiong Chng, Ruizhe Li |
| 2024 | ACL | GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators. | Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang, Zhehuai Chen, Engsiong Chng |
| 2024 | ICASSP | Noise-Aware Speech Separation with Contrastive Learning. | Zizheng Zhang, Chen Chen, Hsin-Hung Chen, Xiang Liu, Yuchen Hu, Eng Siong Chng |
| 2024 | ICASSP | An Experimental Comparison of Noise-Robust Text-To-Speech Synthesis Systems Based On Self-Supervised Representation. | Xiao-Ying Zhao, Qiushi Zhu, Yuchen Hu |
| 2024 | ICASSP | Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection. | Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan |
| 2024 | ICCAD | MEIC: Re-thinking RTL Debug Automation using LLMs. | Ke Xu, Jialin Sun, Yuchen Hu, Xinwei Fang, Weiwei Shan, Xi Wang, Zhe Jiang |
| 2024 | ICLR | It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition. | Chen Chen, Ruizhe Li, Yuchen Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Engsiong Chng, Chao-Han Huck Yang |
| 2024 | ICLR | Large Language Models are Efficient Learners of Noise-Robust Speech Recognition. | Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Chao Zhang, Pin-Yu Chen, Engsiong Chng |
| 2024 | Interspeech | Noise-aware Speech Enhancement using Diffusion Probabilistic Model. | Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng |
| 2023 | AAAI | Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning. | Chen Chen, Yuchen Hu, Qiang Zhang, Heqing Zou, Beier Zhu, Eng Siong Chng |
| 2023 | ACL | MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition. | Yuchen Hu, Chen Chen, Ruizhe Li, Heqing Zou, Eng Siong Chng |
| 2023 | ACL | Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. | Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiu-Shi Zhu, Eng Siong Chng |
| 2023 | ACL | UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. | Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng |
| 2023 | ICASSP | Metric-Oriented Speech Enhancement Using Diffusion Probabilistic Model. | Chen Chen, Yuchen Hu, Weiwei Weng, Eng Siong Chng |
| 2023 | ICASSP | Unsupervised Noise Adaptation Using Data Simulation. | Chen Chen, Yuchen Hu, Heqing Zou, Linhui Sun, Eng Siong Chng |
| 2023 | ICASSP | Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition. | Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng |
| 2023 | ICASSP | Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation. | Yuchen Hu, Chen Chen, Heqing Zou, Xionghu Zhong, Eng Siong Chng |
| 2023 | IJCAI | Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition. | Yuchen Hu, Ruizhe Li, Chen Chen, Heqing Zou, Qiushi Zhu, Eng Siong Chng |
| 2023 | Interspeech | A Neural State-Space Modeling Approach to Efficient Speech Separation. | Chen Chen, Chao-Han Huck Yang, Kai Li, Yuchen Hu, Pin-Jui Ku, Eng Siong Chng |
| 2023 | Interspeech | Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition. | Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng |
| 2022 | ICASSP | Self-Critical Sequence Training for Automatic Speech Recognition. | Chen Chen, Yuchen Hu, Nana Hou, Xiaofeng Qi, Heqing Zou, Eng Siong Chng |
| 2022 | ICASSP | Noise-Robust Speech Recognition With 10 Minutes Unparalleled In-Domain Data. | Chen Chen, Nana Hou, Yuchen Hu, Shashank Shirol, Eng Siong Chng |
| 2022 | ICASSP | Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition. | Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng |
| 2022 | Interspeech | Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning. | Chen Chen, Nana Hou, Yuchen Hu, Heqing Zou, Xiaofeng Qi, Eng Siong Chng |