Aldo Pareja

Joined

May 2023

Names

Aldo Pareja (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Delft University of Technology (tudelft.nl)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

CosyCPT: Coreness-Aware Synthetic Continued Pretraining
Wenlong Zhao, Shuang Yang, Abhishek Bhandwaldar, Eshwar Prasad Sivaramakrishnan, Seungwook Han, Shivchander Sudalairaj, Aldo Pareja, Krishnateja Killamsetty, Elvira Rui Xiong, Hao Wang, Kai Xu, Akash Srivastava, Andrew McCallum
- Submitted to ICLR 2026
- Readers: Everyone
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning
Nikhil Shivakumar Nayak, Krishnateja Killamsetty, Ligong Han, Abhishek Bhandwaldar, Prateek Chanda, Kai Xu, Oleg Silkin, Mustafa Eyceoz, Hao Wang, Aldo Pareja, Akash Srivastava
- ICLR 2026 Poster
- Readers: Everyone
BOAD: Discovering Hierarchical Software Engineering Agents via Bandit Optimization
Iris Xu, Guangtao Zeng, Zexue He, Charles Jin, Aldo Pareja, Dan Gutfreund, Chuang Gan, Zhang-Wei Hong
- ICLR 2026 Poster
- Readers: Everyone
Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs
Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang, Krishnateja Killamsetty, Shivchander Sudalairaj, Wenlong Zhao, Seungwook Han, Abhishek Bhandwaldar, Guangxuan Xu, Kai Xu, Ligong Han, Luke Inglis, Akash Srivastava
- ICLR 2025 Poster
- Readers: Everyone
Curiosity-driven Red teaming for Large Language Models
Zhang-Wei Hong, Idan Shenfeld, Tsun-Hsuan Wang, Yung-Sung Chuang, Aldo Pareja, James R. Glass, Akash Srivastava, Pulkit Agrawal
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Curiosity-driven Red-teaming for Large Language Models
Zhang-Wei Hong, Idan Shenfeld, Tsun-Hsuan Wang, Yung-Sung Chuang, Aldo Pareja, James R. Glass, Akash Srivastava, Pulkit Agrawal
- ICLR 2024 poster
- Readers: Everyone

Co-Authors

View all 31 co-authors