| 2025 | An Empirical Study of Microscaling Formats for Low-Precision LLM Training. | Hanmei Yang, Summer Deng, Amit Nagpal, Maxim Naumov, Mohammad Janani, Tongping Liu, Hui Guan |
| 2025 | Formal Verification of the IEEE P3109 Standard for Binary Floating-Point Formats for Machine Learning. | Christoph M. Wintersteiger |
| 2025 | VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers. | Run Wang, Gamze Islamoglu, Andrea Belano, Viviane Potocnik, Francesco Conti, Angelo Garofalo, Luca Benini |
| 2025 | Excvate: Spoofing Exceptions and Solving Constraints to Test Exception Handling in Numerical Libraries. | Jackson Vanover, James Demmel, Xiaoye Sherry Li, Cindy Rubio-Gonzlez |
| 2025 | Rounding Error Statistics as Numerics Signature. | Ping Tak Peter Tang |
| 2025 | Robust, End-to-end Correctness Proofs of Industrial Divide and Square Root RTL Designs. | Sol Swords, Cuong Chau |
| 2025 | Range Extension with Supernormals for Mixed-Precision 8-bit DNN Training. | Shing Wai Pun, Bozhang Bao, Silviu-Ioan Filip, Guy Lemieux, John V. Kim, Nazar Misyats, Nirvik Pande, Victor Ravain, Robert Sherrick |
| 2025 | Experimental Software and Hardware Evaluation of Ad-Hoc Constant Division Routines. | Frdric Ptrot |
| 2025 | Rigorous Error Analysis for Logarithmic Number Systems. | Thanh Son Nguyen, Alexey Solovyev, Mark G. Arnold, Ganesh Gopalakrishnan |
| 2025 | Implementation Evaluation of Fixed-Point Multipliers for Complex Numbers. | Per Larsson-Edefors, Erik Brjeson |
| 2025 | Mixing Condition Numbers and Oracles for Accurate Floating-point Debugging. | Bhargav Kulkarni, Pavel Panchekha |
| 2025 | FastTwoSum revisited. | Claude-Pierre Jeannerod, Paul Zimmermann |
| 2025 | Evaluation of Bfloat16, Posit, and Takum Arithmetics in Sparse Linear Solvers. | Laslo Hunhold, James Quinlan |
| 2025 | On Stochastic Rounding with Few Random Bits. | Andrew W. Fitzgibbon, Stephen Felix |
| 2025 | Double-Word Decomposition in a Combined FP16, BF16 and FP32 Dot Product Add Operator. | Organe Desrentes, Benot Dupont de Dinechin, Florent de Dinechin |
| 2025 | Correct Rounding in Double Extended Precision. | Slne Corbineau, Paul Zimmermann |
| 2025 | On the Flop and Flap Counts of the 2, 8-Split-Radix FFT. | Paul Caprioli |
| 2025 | Hardware Fixed-Point 2D and 3D norms. | Romain Bouarah, Florent de Dinechin |
| 2025 | Fast Basecases for Arbitrary-Size Multiplication. | Albin Ahlbck, Fredrik Johansson |
| 2025 | Trailing-Ones Anticipation for Reducing the Latency of the Rounding Incrementer in FP FMA Units. | Toru Koizumi, Ryota Shioya, Takuya Yamauchi, Tomoya Adachi, Ken Namura, Jun Makino |
| 2025 | A Generic Modulo-(2 | Saeid Gorgin, Amirhossein Sadr, Dara Rahmati, Jungrae Kim |
| 2025 | Hardware-Aware Training for Multiplierless Convolutional Neural Networks. | Rmi Garcia, Lo Pradels, Silviu-Ioan Filip, Olivier Sentieys |
| 2024 | An Open-Source RISC-V Vector Math Library. | Ping Tak, Peter Tang |
| 2024 | PT-Float: A Floating-Point Unit with Dynamically Varying Exponent and Fraction Sizes. | Jos T. de Sousa, Joo D. Lopes, Micaela Serdio, Horcio C. Neto, Mrio P. Vstias |
| 2024 | Hardware Acceleration of the Prime-Factor and Rader NTT for BGV Fully Homomorphic Encryption. | David Du Pont, Jonas Bertels, Furkan Turan, Michiel Van Beirendonck, Ingrid Verbauwhede |