Shengzhong Liu
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (14)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
Conferences
ACL (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
knowledge graph reasoning
(2)
few-shot learning
(1)
image generation
(1)
variational inference
(1)
self-supervised learning
(1)
kl divergence
(1)
language modeling
(1)
multimodal learning
(1)
time series
(1)
knowledge graph
(1)
disentangled representation
(1)
variational autoencoder
(1)
language model
(1)
inference optimization
(1)
temporal knowledge graph
(1)
neighbor aggregation
(1)
constrained decoding
(1)
positive-unlabeled learning
(1)
graph encoder
(1)
self-supervised training
(1)
Papers
Pre3: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation
ACL 2025
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
NIPS 2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning
ACL 2023
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
NIPS 2022
ControlVAE: Controllable Variational Autoencoder
ICML 2020