Liang Zhou

12 papers · 2003–2026 · 5 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🏃 Academic Marathon (18) 🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🔥 Unstoppable (5) 💎 Century Club (10)

Conferences

NAACL (4) EMNLP (3) AAAI (2) ACL (2) ICLR (1)

Top co-authors

Eduard Hovy (7) Chin-Yew Lin (3) Qiming Wang (1) Arthur Gretton (1) Yuzhou Zhu (1) Namhee Kwon (1) Bing Xiang (1) Michael Arbel (1) Erin Shaw (1) Tianze Chen (1)

Keywords

vision transformer (1) certified robustness (1) feature extraction (1) convolutional neural network (1) adversarial defense (1) physics-informed learning (1) frequency domain (1) graph fourier transform (1) point cloud classification (1) spectrogram analysis (1) matrix equivalence (1)

Papers

Certified L2-Norm Robustness of 3D Point Cloud Recognition in the Frequency Domain AAAI 2026

SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms AAAI 2026

Generalized Energy Based Models ICLR 2021

Improving Twitter Sentiment Analysis with Topic-Based Mixture Modeling and Semi-Supervised Training ACL 2014

A Semi-Automatic Evaluation Scheme: Automated Nuggetization for Manual Annotation NAACL 2007

Text Comparison Using Machine-Generated Nuggets NAACL 2007

ParaEval: Using Paraphrases to Evaluate Summaries Automatically NAACL 2006

Re-evaluating Machine Translation Results with Paraphrase Support EMNLP 2006

Digesting Virtual “Geek” Culture: The Summarization of Technical Internet Relay Chats ACL 2005

Classummary: Introducing Discussion Summarization to Online Classrooms EMNLP 2005

Multi-Document Biography Summarization EMNLP 2004

A Web-Trained Extraction Summarization System NAACL 2003