Ning Gu
9 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(32)
ποΈ
Keyword Collector
(52)
Conferences
NIPS (4)
EMNLP (2)
ICLR (2)
ICML (1)
Top co-authors
Keywords
neural tangent kernel
(2)
collaborative filtering
(2)
link prediction
(1)
non-convex optimization
(1)
domain adaptation
(1)
matrix factorization
(1)
matrix approximation
(1)
graph embedding
(1)
preference optimization
(1)
model architecture
(1)
language model alignment
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
low-rank approximation
(1)
attention mechanism
(1)
online learning
(1)
dynamic graph
(1)
language model
(1)
representation learning
(1)
Papers
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference
ICML 2025
DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING
ICLR 2024
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
EMNLP 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
NIPS 2024
An Intent-based and Annotation-free Method for Duplicate Question Detection in CQA Forums
EMNLP 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
NIPS 2023
Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition
ICLR 2023
Parameter-free Dynamic Graph Embedding for Link Prediction
NIPS 2022
Mixture-Rank Matrix Approximation for Collaborative Filtering
NIPS 2017