Yifeng He

5 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16)

Venues

EMNLP (2) Interspeech (2) ACL (1)

Top co-authors

Yuyang Rong (3) Hao Chen (3) Yiwen Guo (2) Jianyu Zhao (2) Zixiang Wan (1) Jianwu Dang (1) Yuchun Shu (1) Jiabo Huang (1) Jicheng Wang (1) Bo Hu (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Speech & Audio (2) Application Areas (2) Core AI (2) Core Methods (2) Computer Science (1) Applications (1) Architectures (1) Learning Paradigms (1) Learning Types (1) Models (1) Optimization & Theory (1) Processing (1)

Keywords

fuzz testing (2) large language model (2) code representation (2) confidence estimation (1) acoustic feature (1) program understanding (1) code representation learning (1) code clone detection (1) code classification (1) code search (1) test case generation (1) speech language model (1) abstract syntax tree (1) unit testing (1) neural audio codec (1) word error (1) spectral domain (1) program execution (1) multi-scale modeling (1) audio compression (1)

Papers

FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation EMNLP 2025 SpecTokenizer: A Lightweight Streaming Codec in the Compressed Spectrum Domain Interspeech 2025 Code Representation Pre-training with Complements from Program Executions EMNLP 2024 Error Correction by Paying Attention to Both Acoustic and Confidence References for Automatic Speech Recognition Interspeech 2024 Understanding Programs by Exploiting (Fuzzing) Test Cases ACL 2023