Vignesh Kothapalli
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(17)
π₯
Mega-Team
(20)
Conferences
ACL (2)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
node classification
(2)
in-context learning
(2)
graph laplacian
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
efficient computing
(1)
causal structure
(1)
stochastic block model
(1)
spectral method
(1)
neural collapse
(1)
recommendation system
(1)
recommender system
(1)
structured pruning
(1)
graph augmentation
(1)
graph contrastive learning
(1)
synthetic dataset
(1)
small language model
(1)
large language model
(1)
graph neural network
(1)
schur complement
(1)
Papers
To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples
ACL 2026
CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations
ACL 2025
Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
EMNLP 2025
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks
NIPS 2023
Randomized Schur Complement Views for Graph Contrastive Learning
ICML 2023