Author

Quan Z. Sheng

Observed name: Sheng, Quan Z.

Institutions: Beijing Normal-Hong Kong Baptist University, Commonwealth Scientific and Industrial Research Organisation, UNSW Sydney, Data61, Macquarie University

Observed institutions: Beijing Normal-Hong Kong Baptist University, Commonwealth Scientific and Industrial Research Organisation, UNSW Sydney, Data61, Macquarie University

ORCID: 0000-0002-3326-4147

Observed ORCID: 0000-0002-3326-4147

OpenAlex ID: A5124926911

Unlocking Prototype Potential: An Efficient Tuning Framework for Few-Shot Class-Incremental Learning

2026 · Jiang, Shengqin, Feng, Xiaoran, et al. · arXiv (Cornell University) · 1

KREL: Automatic Medical Coding via Knowledge-Guided Reasoning over Clinical Evidence with LLMs

2026 · Xubin Chen, Yipeng Zhou, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1

FraudBench: Protocol-Sensitive Benchmarking of Adversarial Robustness for Financial Risk Assessment

2026 · Zeng, Xitong, Bi, Zhaoge, et al. · arXiv (Cornell University)

When Do Pretrained Audio Representations Help Music Recommendation? A Study Across Ranking and Generative Interfaces

2026 · Li, Qingrui, Lou, Haowei, et al. · arXiv (Cornell University)

Beyond Fine-Tuning: In-Context Learning and Chain-of-Thought for Reasoned Distractor Generation

2026 · Alhazmi, Elaf, Sheng, Quan Z., et al. · arXiv (Cornell University)

AgenticAI-DialogGen: Topic-Guided Conversation Generation for Fine-Tuning and Evaluating Short- and Long-Term Memories of LLMs

2026 · Perera, Manoj Madushanka, Mahmood, Adnan, et al. · arXiv (Cornell University)

FedAOP: Attention-Guided One-Shot Federated Pruning for Heterogeneous Edge Clients

2026 · Yongzhe Jia, Xuyun Zhang, et al. · IEEE Transactions on Parallel and Distributed Systems

Federated Learning at the Forefront of Fairness: A Multifaceted Perspective

2026 · Mukhtiar, Noorain, Mahmood, Adnan, et al. · arXiv (Cornell University)

Generalizable IoT Traffic Representations for Cross-Network Device Identification

2026 · Sivanathan, Arunan, Warren, David, et al. · arXiv (Cornell University)

Works count: 9

Citation count: 2

H-index: 1

I10-index: