Chuan He

5 papers · 2023–2026 · 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 (10)

Venues

EMNLP (2) JMLR (2) AAAI (1)

Top co-authors

Masaru Ito (1) Max Chang (1) Zhuozhao Li (1) Chuntao Hong (1) Anna Trukhina (1) Yongchao Liu (1) Qiang Li (1) Zhou Yu (1) Jinxiang Lai (1) Zhaosong Lu (1)

Research topics

Machine Learning (5) Deep Learning (2) Mathematics & Optimization (2) Application Areas (2) Optimization (2) Optimization & Theory (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types (1) Models (1)

Keywords

convex optimization (2) contrastive learning (1) text classification (1) multimodal learning (1) composite optimization (1) natural language understanding (1) out-of-distribution generalization (1) cold-start recommendation (1) conic optimization (1) conditional gradient (1) convergence rate (1) iteration complexity (1) variational autoencoder (1) mixture of expert (1) gradient estimator (1) vision-language model (1) adapter tuning (1) product of expert (1) holder continuity (1) robust linear regression (1)

Papers

M²VAE: Multi-Modal Multi-View Variational Autoencoder for Cold-start Item Recommendation AAAI 2026 HomoGraphAdapter: A Homogeneous Graph Neural Network as an Effective Adapter for Vision-Language Models EMNLP 2025 Stochastic Interior-Point Methods for Smooth Conic Optimization with Applications JMLR 2025 A Parameter-Free Conditional Gradient Method for Composite Minimization under Hölder Condition JMLR 2023 PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs EMNLP 2023