COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for COVID-19 Symptom Prediction and Recommendation. - Pengyuan Shi; Yuetong Wang; Saad Abbasi; Alexander Wong (CoRR, 2022)

Type-Preserving, Dependence-Aware Guide Generation for Sound, Effective Amortized Probabilistic Inference. - Jianlin Li; Leni Ven; Pengyuan Shi; Yizhou Zhang 001 (Proc. ACM Program. Lang., 2023)

Turns Out I'm Not Real: Towards Robust Detection of AI-Generated Videos. - Qingyuan Liu; Pengyuan Shi; Yun-Yun Tsai; Chengzhi Mao; Junfeng Yang (CoRR, 2024)

Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues. - David Sasu; Zehui Wu; Ziwei Gong; Run Chen; Pengyuan Shi; Lin Ai; Julia Hirschberg; Natalie Schluter (ACL (Findings), 2025)

Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances. - Zehui Wu; Ziwei Gong; Lin Ai; Pengyuan Shi; Kaan Donbekci; Julia Hirschberg (NAACL (Findings), 2025)

LAVID: An Agentic LVLM Framework for Diffusion-Generated Video Detection. - Qingyuan Liu; Yun-Yun Tsai; Ruijian Zha; Victoria Li; Pengyuan Shi; Chengzhi Mao; Junfeng Yang (CoRR, 2025)

Learning More with Less: Self-Supervised Approaches for Low-Resource Speech Emotion Recognition. - Ziwei Gong; Pengyuan Shi; Kaan Donbekci; Lin Ai; Run Chen; David Sasu; Zehui Wu; Julia Hirschberg (CoRR, 2025)