Guangzhi Sun

19 papers · 2022–2025 · 6 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🤝 Dynamic Duo (14) 🗃️ Keyword Collector (72) ❓ The Questioner (3) ⚡ Prolific Year (8) 💎 Century Club (19)

Conferences

INTERSPEECH (6) ACL (4) ICML (4) EMNLP (2) ICLR (2) NAACL (1)

Top co-authors

Chao Zhang (14) Zejun Ma (6) Wei Li (6) Changli Tang (6) Phil Woodland (5) Wenyi Yu (4) Xianzhao Chen (3) Yudong Yang (3) Tian Tan (3) Yixuan Li (3)

Keywords

large language model (4) speech recognition (3) automatic speech recognition (3) low-rank adaptation (3) video understanding (2) pointer generator (2) speech synthesis (1) visual question answering (1) zero-shot learning (1) parameter-efficient fine-tuning (1) machine unlearning (1) speaker embedding (1) speaker verification (1) parallel processing (1) sound source localization (1) variational autoencoder (1) multimodal dataset (1) audio-visual learning (1) latent representation (1) speaker diarization (1)

Papers

Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs NAACL 2025

SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025

Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025

Unlearning vs. Obfuscation: Are We Truly Removing Knowledge? EMNLP 2025

Bayesian WeakS-to-Strong from Text Classification to Generation ICLR 2025

Improving LLM Video Understanding with 16 Frames Per Second ICML 2025

video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model ICML 2025

CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models ICML 2025

SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR INTERSPEECH 2024

Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models INTERSPEECH 2024

Can Large Language Models Understand Spatial Audio? INTERSPEECH 2024

SOT Triggered Neural Clustering for Speaker Attributed ASR INTERSPEECH 2024

SALMONN: Towards Generic Hearing Abilities for Large Language Models ICLR 2024

video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models ICML 2024

M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset ACL 2024

Speech-based Slot Filling using Large Language Models ACL 2024

Can Contextual Biasing Remain Effective with Whisper and GPT-2? INTERSPEECH 2023

Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech ACL 2022

Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition INTERSPEECH 2022