peter chin
10 papers · 2015–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (8) π Academic Marathon (9) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π₯
Mega-Team
(43)
π
Century Club
(10)
Conferences
ICLR (2)
NIPS (2)
AAAI (1)
ACL (1)
COLT (1)
EMNLP (1)
IJCNLP (1)
JMLR (1)
Top co-authors
Keywords
message passing
(2)
simplicial complex
(2)
text classification
(1)
graph clustering
(1)
text generation
(1)
code generation
(1)
adversarial training
(1)
intent classification
(1)
natural language understanding
(1)
community detection
(1)
graph embedding
(1)
weisfeiler-lehman test
(1)
distributed training
(1)
stochastic block model
(1)
spectral algorithm
(1)
generative adversarial network
(1)
gradient attack
(1)
topological feature
(1)
gradient quantization
(1)
label leakage
(1)
Papers
Bridging Neural and Symbolic Representations with Transitional Dictionary Learning
ICLR 2024
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
JMLR 2024
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes
AAAI 2024
SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series
ICLR 2024
Semi-supervised Adversarial Text Generation based on Seq2Seq models
EMNLP 2022
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations
ACL 2021
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations
IJCNLP 2021
Revealing and Protecting Labels in Distributed Training
NIPS 2021
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks
NIPS 2018
Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery
COLT 2015