Zhiyuan Peng
11 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Venues
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Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(6)
Speech & Audio
(4)
Learning Types
(4)
Computer Science
(3)
Natural Language Processing
(3)
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(3)
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(3)
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(3)
Analysis
(2)
Applications Β· Natural Language Processing
(2)
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(2)
Keywords
speaker verification
(3)
large language model
(3)
code generation
(3)
domain adaptation
(2)
benchmark evaluation
(2)
information retrieval
(1)
speech recognition
(1)
metric learning
(1)
vulnerability detection
(1)
speaker embedding
(1)
computational efficiency
(1)
novelty detection
(1)
software engineering
(1)
adversarial attack
(1)
adversarial defense
(1)
recurrent neural network
(1)
disentangled representation
(1)
retrieval-augmented generation
(1)
adversarial training
(1)
speech synthesis
(1)
Papers
RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository
ACL 2026
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers
EMNLP 2025
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications
NAACL 2025
SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation
EMNLP 2025
Co-evolving data-driven and NLU-driven Synthesizers for Generating Code in Domain Growth and Data Scarcity
EMNLP 2023
CoMFLP: Correlation Measure Based Fast Search on ASR Layer Pruning
Interspeech 2023
Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs
EMNLP 2023
Unifying Cosine and PLDA Back-ends for Speaker Verification
Interspeech 2022
Pairing Weak with Strong: Twin Models for Defending Against Adversarial Attack on Speaker Verification
Interspeech 2021
Child Speech Disorder Detection with Siamese Recurrent Network Using Speech Attribute Features
Interspeech 2019
Combining Adversarial Training and Disentangled Speech Representation for Robust Zero-Resource Subword Modeling
Interspeech 2019