Yuansheng Liu

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 · Silver 🗺️ Taxonomy Completionist (14) ❓ The Questioner

Venues

AAAI (2) EMNLP (1) IJCAI (1)

Top co-authors

Xiangxiang Zeng (3) Yiping Liu (2) Dongsheng Cao (2) Alvin Chan (1) Tengfei Ma (1) Bryan Hooi (1) Yafeng Deng (1) Li Fu (1) Zhang Xinyi (1) Leyi Wei (1)

Research topics

Machine Learning (4) Deep Learning (2) Interdisciplinary (2) Core Methods (2) Learning Types (2) Models (2) Optimization & Theory (2) Science (2) Artificial Intelligence (1) Healthcare & Medicine (1) Application Areas (1) Bayesian & Probabilistic (1) Core AI (1) Research (1)

Keywords

contrastive learning (1) few-shot learning (1) bayesian optimization (1) reaction prediction (1) multi-objective optimization (1) latent space (1) drug discovery (1) molecular design (1) molecule generation (1) molecular representation (1) exposure bia (1) gradient perturbation (1) molecule optimization (1) smiles representation (1) pareto set (1) large language model (1) graph neural network (1) chemical synthesis (1) selfies representation (1) validity constraint (1)

Papers

TRACE: Transformation-Aware Graph Refinement for Reaction Condition Prediction AAAI 2026 How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025 Multi-Objective Molecular Design Through Learning Latent Pareto Set AAAI 2025 GPMO: Gradient Perturbation-Based Contrastive Learning for Molecule Optimization IJCAI 2023