Blake Olson

MS student, Computer Science, University of Texas at Austin

Joined

May 2024

Names

Blake Olson (Preferred)

Emails

****@tamu.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@utexas.edu (Confirmed)

Personal Links

Career & Education History

MS student

Computer Science, University of Texas at Austin (utexas.edu)

2025 – 2027

Advisors, Relations & Conflicts

No relations added

Expertise

Planning and reasoning

2024 – Present

Publications

Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
Shubham Parashar, Shurui Gui, Xiner Li, Hongyi Ling, Sushil Vemuri, Blake Olson, Eric Li, Yu Zhang, James Caverlee, Dileep Kalathil, Shuiwang Ji
- ICLR 2026 Poster
- Readers: Everyone
Improving LLM Symbolic Problem-Solving via Automated Heuristic Discovery
Hongyi Ling, Shubham Parashar, Sambhav Khurana, Blake Olson, Anwesha Basu, Gaurangi Sinha, Zhengzhong Tu, James Caverlee, Shuiwang Ji
- Submitted to ICLR 2026
- Readers: Everyone
Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights
Shubham Parashar, Blake Olson, Sambhav Khurana, Eric Li, Hongyi Ling, James Caverlee, Shuiwang Ji
- CoRR 2025
- Readers: Everyone
Complex LLM Planning via Automated Heuristics Discovery
Hongyi Ling, Shubham Parashar, Sambhav Khurana, Blake Olson, Anwesha Basu, Gaurangi Sinha, Zhengzhong Tu, James Caverlee, Shuiwang Ji
- CoRR 2025
- Readers: Everyone
Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models
Cong Fu, Xiner Li, Blake Olson, Heng Ji, Shuiwang Ji
- ICLR 2025
- Readers: Everyone
Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models
Cong Fu, Xiner Li, Blake Olson, Heng Ji, Shuiwang Ji
- ICLR 2025 Poster
- Readers: Everyone

Co-Authors