Xiaoyuan Zhang

17 papers · 2022–2026 · 8 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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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (49) 🤝 Dynamic Duo (10)

👑 Triple Crown 🏆 Grand Slam ⚡ Prolific Year · Productive 🔥 Unstoppable · Bronze ❓ The Questioner 💎 Century Club · Bronze 🌈 Renaissance Researcher (7) 📈 Trend Setter 🗃️ Keyword Collector (91)

Venues

NeurIPS (5) ICML (3) AAAI (2) EMNLP (2) ICLR (2) ACL (1) CVPR (1) IJCAI (1)

Top co-authors

Qingfu Zhang (10) Xi Lin (8) Yaodong Yang (5) Song-chun Zhu (3) Zhiyuan Yang (3) Siyuan Qi (3) Yifan Zhong (3) Yifan Chen (3) Zhenkun Wang (2) Han Zhao (2)

Research topics

Machine Learning (12) Optimization & Theory (10) Artificial Intelligence (8) Deep Learning (8) Core AI (8) Mathematics & Optimization (7) Learning Types · Machine Learning (7) Optimization (7) Learning Types · Deep Learning (4) Models (4) Natural Language Processing (2) Reinforcement Learning (2) Applications (2) Core Methods (2) Resources & Methods (2)

Keywords

multi-objective optimization (7) large language model (4) pareto set learning (3) pareto optimality (3) gradient-based optimization (2) pareto front (2) pareto set (2) model-based optimization (2) pareto solution (2) preference optimization (2) multi-task learning (1) preference learning (1) direct preference optimization (1) preference alignment (1) adversarial learning (1) contrastive learning (1) policy gradient (1) vision-language alignment (1) policy optimization (1) zero-shot learning (1)

Papers

POLAR: A Portrait OLAT Dataset and Generative Framework for Illumination-Aware Face Modeling CVPR 2026 Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs ACL 2025 Differentiable Information Enhanced Model-Based Reinforcement Learning AAAI 2025 Enhancing LLM-Based Social Bot via an Adversarial Learning Framework EMNLP 2025 Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization ICLR 2025 Multiobjective distribution matching ICML 2025 Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits AAAI 2025 TS-CLIP: Time Series Understanding by CLIP EMNLP 2025 CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents ICLR 2024 Gliding over the Pareto Front with Uniform Designs NeurIPS 2024 LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch NeurIPS 2024 Off-Agent Trust Region Policy Optimization IJCAI 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs NeurIPS 2024 Smooth Tchebycheff Scalarization for Multi-Objective Optimization ICML 2024 Continuation Path Learning for Homotopy Optimization ICML 2023 Hypervolume Maximization: A Geometric View of Pareto Set Learning NeurIPS 2023 Pareto Set Learning for Expensive Multi-Objective Optimization NeurIPS 2022