Harshit Kumar
14 papers · 2018–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
π
Keyword Champion
(2)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(87)
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Applications
(3)
Architectures
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Core Methods
(2)
Optimization & Theory
(2)
Techniques
(2)
Data Science & Analytics
(1)
Keywords
dynamical system
(2)
dialogue act
(2)
deep learning
(2)
attention mechanism
(2)
data augmentation
(2)
text classification
(1)
ensemble learning
(1)
semi-supervised learning
(1)
source-free domain adaptation
(1)
information extraction
(1)
question answering
(1)
model evaluation
(1)
knowledge representation
(1)
network pruning
(1)
domain adaptation
(1)
contextual representation
(1)
natural language understanding
(1)
unsupervised domain adaptation
(1)
computational efficiency
(1)
multi-task learning
(1)
Papers
Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study
AAAI 2026
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks
ICML 2025
Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint
ICLR 2025
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
ICML 2025
AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
AAAI 2024
Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction
L4DC 2024
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
ICLR 2024
End-to-End Deep Reinforcement Learning for Conversation Disentanglement
AAAI 2023
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services
AAAI 2022
IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes
SemEval 2021
VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment
EMNLP 2021
Neural Conversational QA: Learning to Reason vs Exploiting Patterns
EMNLP 2020
A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection
EMNLP 2019
Dialogue-act-driven Conversation Model : An Experimental Study
COLING 2018