Nitesh V Chawla
12 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6)
🌍
Conference Polyglot
(5)
🏆
Grand Slam
👑
Triple Crown
💎
Century Club
(10)
⚡
Prolific Year
(5)
❓
The Questioner
Conferences
ICML (5)
ACL (2)
ICLR (2)
AAAI (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(4)
large language model
(2)
link prediction
(1)
molecular optimization
(1)
transfer learning
(1)
graph representation learning
(1)
knowledge distillation
(1)
question answering
(1)
knowledge graph
(1)
foundation model
(1)
vision-language model
(1)
drug discovery
(1)
agentic workflow
(1)
feature reconstruction
(1)
student model
(1)
relational knowledge
(1)
graph question answering
(1)
masked image modeling
(1)
graph self-supervised learning
(1)
instruction grounding
(1)
Papers
Adaptive and Context-rich Generative Self-supervised Learning on Graphs
AAAI 2026
CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain?
ACL 2026
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
ICML 2025
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
ACL 2025
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
ICLR 2025
AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Optimization
EMNLP 2025
Beyond Message Passing: Neural Graph Pattern Machine
ICML 2025
S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning
ICML 2024
MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
ICLR 2024
GFT: Graph Foundation Model with Transferable Tree Vocabulary
NIPS 2024
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning
ICML 2024
Linkless Link Prediction via Relational Distillation
ICML 2023