New Words Discovery Method Based On Word Segmentation Result. - Heyang Liu; Pengdong Gao; Yi Xiao (ICIS, 2018)

LibriSQA: Advancing Free-form and Open-ended Spoken Question Answering with a Novel Dataset and Framework. - Zihan Zhao; Yiyang Jiang; Heyang Liu; Yanfeng Wang 001; Yu Wang 027 (CoRR, 2023)

M³AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset. - Zhe Chen 024; Heyang Liu; Wenyi Yu; Guangzhi Sun; Hongcheng Liu; Ji Wu; Chao Zhang 031; Yu Wang 027; Yanfeng Wang 001 (ACL (1), 2024)

MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception. - Yuhao Wang; Yusheng Liao; Heyang Liu; Hongcheng Liu; Yanfeng Wang 001; Yu Wang 027 (ACL (1), 2024)

Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview. - Heyang Liu; Yanfeng Wang; Yu Wang (LREC/COLING, 2024)

Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models. - Sheng Feng; Heyang Liu; Yu Wang 002; Yanfeng Wang 001 (INTERSPEECH, 2024)

Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview. - Heyang Liu; Yu Wang 027; Yanfeng Wang 001 (CoRR, 2024)

M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset. - Zhe Chen 024; Heyang Liu; Wenyi Yu; Guangzhi Sun; Hongcheng Liu; Ji Wu; Chao Zhang 031; Yu Wang 027; Yanfeng Wang 001 (CoRR, 2024)

Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models. - Sheng Feng; Heyang Liu; Yu Wang; Yanfeng Wang (CoRR, 2024)

Decoding Linguistic Representations of Human Brain. - Yu Wang 027; Heyang Liu; Yuhao Wang; Chuan Xuan; Yixuan Hou; Sheng Feng; Hongcheng Liu; Yusheng Liao; Yanfeng Wang 001 (CoRR, 2024)

Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm. - Hongcheng Liu; Yusheng Liao; Siqv Ou; Yuhao Wang; Heyang Liu; Yanfeng Wang 001; Yu Wang 027 (CoRR, 2024)

Drawing the Line: Enhancing Trustworthiness of MLLMs Through the Power of Refusal. - Yuhao Wang; Zhiyuan Zhu; Heyang Liu; Yusheng Liao; Hongcheng Liu; Yanfeng Wang 001; Yu Wang 027 (CoRR, 2024)

VocalNet: Speech LLM with Multi-Token Prediction for Faster and High-Quality Generation. - Yuhao Wang; Heyang Liu; Ziyang Cheng 002; Ronghua Wu; Qunshan Gu; Yanfeng Wang; Yu Wang (CoRR, 2025)

VocalBench: Benchmarking the Vocal Conversational Abilities for Speech Interaction Models. - Heyang Liu; Yuhao Wang; Ziyang Cheng 002; Ronghua Wu; Qunshan Gu; Yanfeng Wang; Yu Wang (CoRR, 2025)

SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant. - Yixuan Hou; Heyang Liu; Yuhao Wang; Ziyang Cheng 002; Ronghua Wu; Qunshan Gu; Yanfeng Wang; Yu Wang (CoRR, 2025)