Quantum-PEFT: Ultra parameter-efficient fine-tuning. - Toshiaki Koike-Akino; Francesco Tonin; Yongtao Wu; Frank Zhengqing Wu; Leyla Naz Candogan; Volkan Cevher (ICLR, 2025)

Layer-wise Quantization for Quantized Optimistic Dual Averaging. - Anh Duc Nguyen; Ilia Markov; Frank Zhengqing Wu; Ali Ramezani-Kebrya; Kimon Antonakopoulos; Dan Alistarh; Volkan Cevher (CoRR, 2025)