Lav R. Varshney
14 papers · 2011–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (14) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(14)
🌉
Interdisciplinary Bridge
👥
Mega-Team
(40)
🏆
Grand Slam
🏆
Keyword Champion
📈
Trend Setter
🗃️
Keyword Collector
(59)
💎
Century Club
(13)
Conferences
NIPS (5)
AAAI (3)
ICLR (2)
EACL (1)
ICML (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
transfer learning
(2)
pretrained model
(2)
group theory
(2)
probabilistic modeling
(2)
representation learning
(2)
domain generalization
(1)
natural language generation
(1)
image classification
(1)
parameter estimation
(1)
belief propagation
(1)
feature learning
(1)
multimodal learning
(1)
hierarchical clustering
(1)
instruction following
(1)
compositional generalization
(1)
efficient inference
(1)
compressive sensing
(1)
bayes error
(1)
discrete optimization
(1)
compressed sensing
(1)
Papers
DeepInsert: Early Layer Bypass for Efficient and Performant Multimodal Understanding
EACL 2026
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
ICML 2025
Transformer-based Causal Language Models Perform Clustering
NAACL 2025
Learning Optimal Features via Partial Invariance
AAAI 2023
Efficient Equivariant Transfer Learning from Pretrained Models
NIPS 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
AAAI 2023
A Group-Theoretic Approach to Computational Abstraction: Symmetry-Driven Hierarchical Clustering
JMLR 2023
Evaluating State-of-the-Art Classification Models Against Bayes Optimality
NIPS 2021
MIROSTAT: A NEURAL TEXT DECODING ALGORITHM THAT DIRECTLY CONTROLS PERPLEXITY
ICLR 2021
BERTology Meets Biology: Interpreting Attention in Protein Language Models
ICLR 2021
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations
AAAI 2021
Probabilistic Rule Realization and Selection
NIPS 2017
Noise-Enhanced Associative Memories
NIPS 2013
Neural Reconstruction with Approximate Message Passing (NeuRAMP)
NIPS 2011