Xingyue Huang

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 (12) ❓ The Questioner

Venues

ACL (2) ICML (2) NeurIPS (1)

Top co-authors

Pablo Barceló (2) Michael M. Bronstein (2) Yozen Liu (2) Neil Shah (2) İsmail İlkan Ceylan (2) Mingxuan Ju (2) Tong Zhao (2) Xueying Ding (2) Juan L Reutter (1) Mikhail Galkin (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core AI (3) Core Methods (3) Architectures (2) Optimization & Theory (2) Knowledge & Reasoning (1) Natural Language Processing (1) Models (1) Representation (1) Resources & Methods (1) Techniques (1)

Keywords

graph neural network (2) link prediction (1) information retrieval (1) language modeling (1) message passing (1) expressive power (1) knowledge graph (1) text embedding (1) sparse attention (1) softmax attention (1) weisfeiler-lehman algorithm (1) attention sink (1) relation representation (1) threshold differential attention (1) hierarchical token prepending (1) long document embedding (1) causal attention mechanism (1) broadcast (1) isolate (1) listen (1)

Papers

Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings ACL 2026 Threshold Differential Attention for Sink-Free, Ultra-Sparse, and Non-Dispersive Language Modeling ACL 2026 How Expressive are Knowledge Graph Foundation Models? ICML 2025 Cooperative Graph Neural Networks ICML 2024 A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs NeurIPS 2023