Huili Chen

6 papers · 2019–2022 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) ACL (1) ICCV (1) IJCAI (1) Interspeech (1)

Top co-authors

Farinaz Koushanfar (4) Jishen Zhao (3) Cheng Fu (3) Shuang Wu (2) Tao Zhang (2) Anit Kumar Sahu (2) Salman Avestimehr (2) Jie Ding (2) Eric W Tramel (1) Yuandong Tian (1)

Research topics

Artificial Intelligence (5) Machine Learning (4) Core AI (4) Learning Paradigms · Artificial Intelligence (2) Learning Paradigms · Machine Learning (2) Learning Types (2) Optimization & Theory (2) Computer Science (1) Speech & Audio (1) Application Areas (1) Applications (1) Recognition (1)

Keywords

uncertainty quantification (2) personalized model (2) bayesian hierarchical model (2) federated learning (2) speech recognition (1) code generation (1) automatic speech recognition (1) intellectual property (1) binary analysis (1) hierarchical model (1) backdoor attack (1) adversarial attack (1) neural code (1) client heterogeneity (1) trigger generation (1) intellectual property protection (1) client-server architecture (1) conditional generative model (1) error correction (1) personalized federated learning (1)

Papers

ActPerFL: Active Personalized Federated Learning ACL 2022 Self-Aware Personalized Federated Learning NeurIPS 2022 ProFlip: Targeted Trojan Attack With Progressive Bit Flips ICCV 2021 SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems Interspeech 2020 Coda: An End-to-End Neural Program Decompiler NeurIPS 2019 DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks IJCAI 2019