Huayu Li
14 papers · 2015–2026 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (37)
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Renaissance Researcher
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Research topics
Machine Learning
(11)
Core Methods
(6)
Learning Types Β· Machine Learning
(6)
Application Areas
(5)
Deep Learning
(4)
Data Science & Analytics
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Knowledge & Reasoning
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Keywords
multiple instance learning
(2)
knowledge graph
(2)
optimal transport
(2)
adversarial learning
(1)
collaborative filtering
(1)
knowledge graph reasoning
(1)
matrix factorization
(1)
attention mechanism
(1)
temporal reasoning
(1)
question answering
(1)
sequence representation
(1)
prompt learning
(1)
time series classification
(1)
computational efficiency
(1)
hierarchical reinforcement learning
(1)
feature distribution
(1)
self-attention mechanism
(1)
early exit
(1)
graph embedding
(1)
transformer architecture
(1)
Papers
Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding
EACL 2026
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation
WACV 2026
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
ICCV 2025
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint
ICML 2025
LogicNet: A Logical Consistency Embedded Face Attribute Learning Network
WACV 2025
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples
WACV 2025
Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences
AAAI 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit
ACL 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration
AAAI 2025
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
ICML 2024
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs
EMNLP 2022
Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach
IJCAI 2017
A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback
IJCAI 2016
Regularizing Flat Latent Variables with Hierarchical Structures
IJCAI 2015