Kalle Kujanpää

20 papers A* 4A 2Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories. CoRR Ya Gao, Kalle Kujanpää, Pekka Marttinen, Harri Valpola, Alexander Ilin
2026	J	`jnl`	Learning to Staff: Offline Reinforcement Learning and Fine-Tuned LLMs for Warehouse Staffing Optimization. CoRR Kalle Kujanpää, Yuying Zhu, Kristina Lisa Klinkner, Shervin Malmasi
2025	A*	`conf`	Discrete Codebook World Models for Continuous Control. ICLR Aidan Scannell, Mohammadreza Nakhaeinezhadfard, Kalle Kujanpää, Yi Zhao, Kevin Sebastian Luck, Arno Solin, Joni Pajarinen
2025	J	`jnl`	Discrete Codebook World Models for Continuous Control. CoRR Aidan Scannell, Mohammadreza Nakhaei, Kalle Kujanpää, Yi Zhao, Kevin Sebastian Luck, Arno Solin, Joni Pajarinen
2025	A*	`conf`	Discrete Contrastive Learning for Diffusion Policies in Autonomous Driving. ICRA Kalle Kujanpää, Daulet Baimukashev, Farzeen Munir, Shoaib Azam, Tomasz Piotr Kucner, Joni Pajarinen, Ville Kyrki
2025	J	`jnl`	Discrete Contrastive Learning for Diffusion Policies in Autonomous Driving. CoRR Kalle Kujanpää, Daulet Baimukashev, Farzeen Munir, Shoaib Azam, Tomasz Piotr Kucner, Joni Pajarinen, Ville Kyrki
2025	J	`jnl`	Efficient Knowledge Injection in LLMs via Self-Distillation. Trans. Mach. Learn. Res. Kalle Kujanpää, Pekka Marttinen, Harri Valpola, Alexander Ilin
2024	J	`jnl`	Challenges of Data-Driven Simulation of Diverse and Consistent Human Driving Behaviors. CoRR Kalle Kujanpää, Daulet Baimukashev, Shibei Zhu, Shoaib Azam, Farzeen Munir, Gokhan Alcan, Ville Kyrki
2024	A	`conf`	Continuous Monte Carlo Graph Search. AAMAS Kalle Kujanpää, Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen
2024	J	`jnl`	Knowledge Injection via Prompt Distillation. CoRR Kalle Kujanpää, Harri Valpola, Alexander Ilin
2024	J	`jnl`	iQRL - Implicitly Quantized Representations for Sample-efficient Reinforcement Learning. CoRR Aidan Scannell, Kalle Kujanpää, Yi Zhao, Mohammadreza Nakhaei, Arno Solin, Joni Pajarinen
2023	A*	`conf`	Hierarchical Imitation Learning with Vector Quantized Models. ICML Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
2023	J	`jnl`	Hierarchical Imitation Learning with Vector Quantized Models. CoRR Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
2023	A*	`conf`	Hybrid Search for Efficient Planning with Completeness Guarantees. NeurIPS Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
2023	J	`jnl`	Hybrid Search for Efficient Planning with Completeness Guarantees. CoRR Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
2023	—	`conf`	Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles. ITSC Yuhang Yang, Kalle Kujanpää, Amin Babadi, Joni Pajarinen, Alexander Ilin
2023	J	`jnl`	Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles. CoRR Yuhang Yang, Kalle Kujanpää, Amin Babadi, Joni Pajarinen, Alexander Ilin
2021	—	`conf`	Automating Privilege Escalation with Deep Reinforcement Learning. AISec@CCS Kalle Kujanpää, Willie Victor, Alexander Ilin
2021	J	`jnl`	Automating Privilege Escalation with Deep Reinforcement Learning. CoRR Kalle Kujanpää, Willie Victor, Alexander Ilin
2021	A	`conf`	Longitudinal Variational Autoencoder. AISTATS Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki