Publications

14 results for Georgios Kollias

Multi-Sense Embeddings for Language Models and Knowledge Distillation
- - Qitong Wang
  - Mohammed Zaki
  - et al.
- 2025
- ACL 2025
Conference paper
Large Language Models can Become Strong Self-Detoxifiers
- - Irene Ko
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025
Conference paper
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- - Irene Ko
  - Sihui Dai
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Counting Triangles of Graphs via Matrix Partitioning
- - Georgios Kollias
  - Vasileios Kalantzis
  - et al.
- 2024
- MLSP 2024
Conference paper
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
- - Amit Dhurandhar
  - Tejaswini Pedapati
  - et al.
- 2024
- ACL 2024
Paper
Larimar: Large Language Models with Episodic Memory Control
- - Payel Das
  - SUBHAJIT CHAUDHURY
  - et al.
- 2024
- ICML 2024
Conference paper
Needle in the Haystack for Memory Based Large Language Models
- - Payel Das
  - Soham Dan
  - et al.
- 2024
- ICML 2024
Workshop paper
Generation constraint scaling can mitigate hallucination
- - Georgios Kollias
  - Payel Das
  - et al.
- 2024
- ICML 2024
Workshop paper
Directed Graph Transformers
- - Qitong Wang
  - Georgios Kollias
  - et al.
- 2024
- TMLR
Paper
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
- - Dongxia Wu
  - Ide-San Ide
  - et al.
- 2024
- AISTATS 2024
Conference paper