Ziang Zhou

5 papers · 2020–2026 · 4 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ICML (2) JMLR (1) NeurIPS (1) SemEval (1)

Top co-authors

Tong Zhang (2) Haishan Ye (2) Jieming SHI (2) Luo Luo (2) Xiangmei He (1) Shiqi Shen (1) Li Qing (1) Zhihao Ding (1) Renchi Yang (1) Yuanhang Zou (1)

Research topics

Machine Learning (4) Deep Learning (3) Artificial Intelligence (2) Architectures (2) Core AI (2) Core Methods (2) Optimization & Theory (2) Mathematics & Optimization (1) Natural Language Processing (1) Application Areas (1) Applications (1) Learning Types (1) Optimization (1) Techniques (1)

Keywords

communication complexity (2) graph neural network (2) decentralized optimization (2) prompt-based learning (1) composite optimization (1) distributed learning (1) feature transformation (1) message passing (1) proximal gradient (1) proximal gradient descent (1) node classification (1) graph propagation (1) heterogeneous graph (1) nesterov acceleration (1) accelerated gradient descent (1) heterogeneous graph neural network (1) dirichlet energy (1) aspect-based sentiment analysis (1) valence arousal (1) nonsmooth regularization (1)

Papers

SCUZANE at SemEval-2026 Task 3: Dimensional Aspect-based Sentiment Analysis with Supervised Contrastive Regression and R-Drop Regularization SemEval 2026 TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation ICML 2025 Multi-Consensus Decentralized Accelerated Gradient Descent JMLR 2023 SlotGAT: Slot-based Message Passing for Heterogeneous Graphs ICML 2023 Decentralized Accelerated Proximal Gradient Descent NeurIPS 2020