Xingyue Huang
5 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
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Interdisciplinary Bridge
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Cross-Pollinator
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The Questioner
Conferences
ACL (2)
ICML (2)
NIPS (1)
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Keywords
representation learning
(1)
link prediction
(1)
information retrieval
(1)
language modeling
(1)
knowledge graph
(1)
text embedding
(1)
sparse attention
(1)
softmax attention
(1)
weisfeiler-lehman algorithm
(1)
attention sink
(1)
graph neural network
(1)
threshold differential attention
(1)
hierarchical token prepending
(1)
long document embedding
(1)
causal attention mechanism
(1)
Papers
Threshold Differential Attention for Sink-Free, Ultra-Sparse, and Non-Dispersive Language Modeling
ACL 2026
Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings
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
NIPS 2023