Tianlin Liu
11 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Academic Marathon (6) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (8)
π
Academic Marathon
(6)
πΊοΈ
Taxonomy Completionist
(19)
π
Cross-Pollinator
(8)
π₯
Mega-Team
(40)
π
Trend Setter
π
Conference Pioneer
π
Century Club
(11)
Conferences
ICML (4)
ICLR (3)
AAAI (2)
EMNLP (1)
NAACL (1)
Top co-authors
Research topics
Keywords
model compression
(1)
unsupervised learning
(1)
causal inference
(1)
neural tangent kernel
(1)
continual learning
(1)
sentiment analysis
(1)
knowledge distillation
(1)
network pruning
(1)
dialogue state tracking
(1)
semantic information
(1)
training dynamics
(1)
sparse network
(1)
word embedding
(1)
sentence representation
(1)
semantic textual similarity
(1)
word vector
(1)
label-free training
(1)
dense network
(1)
comparative analysis
(1)
nlp research
(1)
Papers
Joint Learning of Energy-based Models and their Partition Function
ICML 2025
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise
ICLR 2025
Loss Functions and Operators Generated by f-Divergences
ICML 2025
Decoding-time Realignment of Language Models
ICML 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024
Sparsity-Constrained Optimal Transport
ICLR 2023
Universal Approximation Under Constraints is Possible with Transformers
ICLR 2022
Finding trainable sparse networks through Neural Tangent Transfer
ICML 2020
Causally Denoise Word Embeddings Using Half-Sibling Regression
AAAI 2020
Continual Learning for Sentence Representations Using Conceptors
NAACL 2019
Unsupervised Post-Processing of Word Vectors via Conceptor Negation
AAAI 2019