Shimao Zhang

4 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 (12) ❓ The Questioner

Venues

AAAI (2) ACL (1) EMNLP (1)

Top co-authors

Shujian Huang (3) Xiao Liu (2) Yeyun Gong (2) Jiajun Chen (2) Chao Deng (1) Yuanyu Wan (1) Shuaijie She (1) Xin Zhang (1) Junlan Feng (1) Xiang Liu (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Learning Types (3) Natural Language Processing (2) Optimization & Theory (2) Resources & Methods (2) Mathematics & Optimization (1) Core Methods (1) Optimization (1)

Keywords

multilingual alignment (2) large language model (2) mathematical reasoning (1) cross-lingual transfer (1) preference optimization (1) distributed learning (1) task generalization (1) distributed optimization (1) instruction tuning (1) online convex optimization (1) semantic space (1) regret bound (1) language model (1) projection-free method (1) multilingual learning (1) language-specific neuron (1) multilingual capability (1) stepwise reasoning (1) language generalization (1) language neuron (1)

Papers

How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective AAAI 2026 Process-based Self-Rewarding Language Models ACL 2025 Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024 Distributed Projection-Free Online Learning for Smooth and Convex Losses AAAI 2023