Reward-Based 1-bit Compressed Federated Distillation on Blockchain. - Leon Witt; Usama Zafar; KuoYeh Shen; Felix Sattler; Dan Li 001; Wojciech Samek (CoRR, 2021)

Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review. - Leon Witt; Mathis Heyer; Kentaroh Toyoda; Wojciech Samek; Dan Li 001 (IEEE Internet Things J., 2023)

Blockchain and Artificial Intelligence: Synergies and Conflicts. - Leon Witt; Armando Teles Fortes; Kentaroh Toyoda; Wojciech Samek; Dan Li 001 (CoRR, 2024)

Decentralized and Incentivized Federated Learning: A Blockchain-Enabled Framework Utilising Compressed Soft-Labels and Peer Consistency. - Leon Witt; Usama Zafar; KuoYeh Shen; Felix Sattler; Dan Li 001; Songtao Wang; Wojciech Samek (IEEE Trans. Serv. Comput., 2024)

Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review. - Toghrul Abbasli; Kentaroh Toyoda; Yuan Wang; Leon Witt; Muhammad Asif Ali; Yukai Miao; Dan Li 001; Qingsong Wei (CoRR, 2025)