Khailany, Brucek

4 publications

TMLR 2025 LO-BCQ: Locally Optimal Block Clustered Quantization for 4-Bit (W4A4) LLM Inference Reena Elangovan, Charbel Sakr, Anand Raghunathan, Brucek Khailany

AAAI 2025 VerilogCoder: Autonomous Verilog Coding Agents with Graph-Based Planning and Abstract Syntax Tree (AST)-Based Waveform Tracing Tool Chia-Tung Ho, Haoxing Ren, Brucek Khailany

NeurIPS 2024 ESPACE: Dimensionality Reduction of Activations for Model Compression Charbel Sakr, Brucek Khailany

ICML 2022 Optimal Clipping and Magnitude-Aware Differentiation for Improved Quantization-Aware Training Charbel Sakr, Steve Dai, Rangha Venkatesan, Brian Zimmer, William Dally, Brucek Khailany