Scholar

Zhiyuan Peng

Google Scholar ID: j6gmTmsAAAAJ

Meta

natural language and speech processing

Citations & Impact

All-time

Citations

501

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

20 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

1. RM-Gen: Conditional Diffusion Model-Based Radio Map Generation for Wireless Networks, IFIP Networking 2024.
2. Sparsely Shared LoRA on Whisper for Child Speech Recognition, ICASSP 2024.
3. Extending Whisper with Prompt Tuning to Target-Speaker ASR, ICASSP 2024.
4. CoMFLP: Correlation Measure based Fast Search on ASR Layer Pruning, Interspeech 2023.
5. Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs, EMNLP 2023 (System Demo Track).
6. ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models.

Research Experience

1. Post-doc at NICE Lab, North Carolina State University, collaborating with Yuchen Liu.
2. Research projects involving generative AI applications in networking and speech processing.

Education

Ph.D. in Electronic Engineering, The Chinese University of Hong Kong (CUHK), advised by Tan Lee, focused on probabilistic speaker modeling for speech processing.

Background

Research interests: Generative AI (e.g., large language models, diffusion models) for networking, speech processing, etc. Former post-doc at NICE Lab, North Carolina State University, working with Yuchen Liu.

Co-authors

18 total