Shivam Agarwal
Scholar

Shivam Agarwal

Google Scholar ID: YiXA97YAAAAJ
University of Illinois at Urbana Champaign
machine learningnatural language processinggraph neural networksfintechdata mining
Citations & Impact
All-time
Citations
907
 
H-index
15
 
i10-index
17
 
Publications
20
 
Co-authors
19
list available
Resume (English only)
Academic Achievements
  • Published 'The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning' at NeurIPS 2025
  • Published 'Scaling Diffusion Language Models via Adaptation From Autoregressive Models' at ICLR 2025
  • Published 'Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy' at WWW 2024
  • Published two papers at ACL 2023: 'DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance' and 'Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models'
  • Published 'Learning Through Interpolative Augmentation of Dynamic Curvature Spaces' at SIGIR 2023
  • Published 'HyperSteg: Hyperbolic Learning For Deep Steganography' at ICASSP 2023 (Top 3% award)
  • Published 'THINK: Temporal Hypergraph Hyperbolic Network' at ICDM 2022
  • Published 'Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models' at NAACL 2022
  • Published 'Towards suicide ideation detection through online conversational context' at SIGIR 2022
  • Published 'HYPHEN: Hyperbolic Hawkes Attention For Text Streams' at ACL 2022