Caihua Liu

4 papers · 2022–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) IJCAI (1) NeurIPS (1) UAI (1)

Top co-authors

Shufeng Kong (4) Bo An (2) Yanchen Deng (2) Yingheng Wang (1) Yaonan Wang (1) Hao Liang (1) Feifan Chen (1) Hao Cheng (1) Zibin Zheng (1) Yuanyuan Wei (1)

Research topics

Mathematics & Optimization (3) Optimization (3) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core AI (2) Computer Vision (1) Machine Learning (1) Core Methods (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

graph attention network (2) self-supervised learning (2) belief propagation (1) constraint optimization (1) multi-label classification (1) message passing (1) integer linear programming (1) graphical model (1) masked autoencoder (1) gated recurrent unit (1) combinatorial auction (1) payment rule (1) large neighborhood search (1) medical image diagnosis (1) leximin principle (1) utility distribution (1) constraint-aware optimization (1) tongue image analysis (1) combinatorial optimization (1) causal transformer encoder (1)

Papers

MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging AAAI 2026 ILP-FORMER: Solving Integer Linear Programming with Sequence to Multi-Label Learning UAI 2024 Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation IJCAI 2023 Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems NeurIPS 2022