Parity Games of Bounded Tree-Depth. - Konrad Staniszewski (CSL, 2023)

Focused Transformer: Contrastive Training for Context Scaling. - Szymon Tworkowski; Konrad Staniszewski; Mikolaj Pacek; Yuhuai Wu; Henryk Michalewski; Piotr Milos (NeurIPS, 2023)

Structured Packing in LLM Training Improves Long Context Utilization. - Konrad Staniszewski; Szymon Tworkowski; Sebastian Jaszczur; Henryk Michalewski; Lukasz Kucinski; Piotr Milos (CoRR, 2023)

Analysing The Impact of Sequence Composition on Language Model Pre-Training. - Yu Zhao 043; Yuanbin Qu; Konrad Staniszewski; Szymon Tworkowski; Wei Liu; Piotr Milos; Yuxiang Wu; Pasquale Minervini (ACL (1), 2024)

Structured Packing in LLM Training Improves Long Context Utilization. - Konrad Staniszewski; Szymon Tworkowski; Sebastian Jaszczur; Yu Zhao 043; Henryk Michalewski; Lukasz Kucinski; Piotr Milos (AAAI, 2025)

Lightweight Latent Verifiers for Efficient Meta-Generation Strategies. - Bartosz Piotrowski; Witold Drzewakowski; Konrad Staniszewski; Piotr Milos (CoRR, 2025)

Inference-Time Hyper-Scaling with KV Cache Compression. - Adrian Lancucki; Konrad Staniszewski; Piotr Nawrot; Edoardo M. Ponti (CoRR, 2025)