Krishna P. Gummadi
8 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (8) π Cross-Pollinator (6)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
β
The Questioner
Conferences
AAAI (2)
ACL (2)
AISTATS (1)
EMNLP (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
large language model
(3)
algorithmic fairness
(2)
fairness constraint
(2)
fair classification
(2)
human perception
(1)
in-context learning
(1)
adversarial learning
(1)
node classification
(1)
logistic regression
(1)
random walk
(1)
influence maximization
(1)
support vector machine
(1)
deep neural network
(1)
inductive bia
(1)
parameter-efficient fine-tuning
(1)
model interpretability
(1)
decision boundary
(1)
low-rank adaptation
(1)
node embedding
(1)
text representation
(1)
Papers
LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging
ACL 2026
Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective
ACL 2026
Lawma: The Power of Specialization for Legal Annotation
ICLR 2025
TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability
EMNLP 2025
Do Invariances in Deep Neural Networks Align with Human Perception?
AAAI 2023
CrossWalk: Fairness-Enhanced Node Representation Learning
AAAI 2022
Fairness Constraints: A Flexible Approach for Fair Classification
JMLR 2019
Fairness Constraints: Mechanisms for Fair Classification
AISTATS 2017