| 2024 | AAAI | QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models. | Xiangming Meng, Yoshiyuki Kabashima |
| 2024 | ACML | Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems. | Xiangming Meng, Yoshiyuki Kabashima |
| 2023 | AISTATS | On Model Selection Consistency of Lasso for High-Dimensional Ising Models. | Xiangming Meng, Tomoyuki Obuchi, Yoshiyuki Kabashima |
| 2023 | AISTATS | Average case analysis of Lasso under ultra sparse conditions. | Koki Okajima, Xiangming Meng, Takashi Takahashi, Yoshiyuki Kabashima |
| 2023 | ICLR | Quantized Compressed Sensing with Score-Based Generative Models. | Xiangming Meng, Yoshiyuki Kabashima |
| 2020 | ISIT | Macroscopic Analysis of Vector Approximate Message Passing in a Model Mismatch Setting. | Takashi Takahashi, Yoshiyuki Kabashima |
| 2015 | ISIT | Replica symmetric bound for restricted isometry constant. | Ayaka Sakata, Yoshiyuki Kabashima |
| 2014 | ISIT | Signal recovery using expectation consistent approximation for linear observations. | Yoshiyuki Kabashima, Mikko Vehkaper |
| 2014 | ISIT | Analysis of regularized LS reconstruction and random matrix ensembles in compressed sensing. | Mikko Vehkaper, Yoshiyuki Kabashima, Saikat Chatterjee |
| 2013 | ISIT | Sample complexity of Bayesian optimal dictionary learning. | Ayaka Sakata, Yoshiyuki Kabashima |
| 2012 | APCC | Sparse-matrix-based compressed sensing for spectrum sensing in Flexible Wireless System. | Doohwan Lee, Yoshiyuki Kabashima, Koujin Takeda, Takayuki Yamada, Kazunori Akabane, Kazuhiro Uehara |
| 2012 | CISS | A study of the universal threshold in the ℓ1 recovery by statistical mechanics. | Koujin Takeda, Yoshiyuki Kabashima |
| 2012 | COLING | Statistical Mechanical Analysis of Semantic Orientations on Lexical Network. | Takuma Goto, Yoshiyuki Kabashima, Hiroya Takamura |
| 2012 | ISITA | Average growth rate of low-density generator-matrix codes ensembles. | Kazushi Mimura, Tadashi Wadayama, Yoshiyuki Kabashima |
| 2012 | ITW | Analysis of sparse representations using bi-orthogonal dictionaries. | Mikko Vehkaper, Yoshiyuki Kabashima, Saikat Chatterjee, Erik Aurell, Mikael Skoglund, Lars K. Rasmussen |
| 2011 | ISIT | Average error exponent of undetected error probability of binary matrix ensembles. | Kazushi Mimura, Tadashi Wadayama, Toshiyuki Tanaka, Yoshiyuki Kabashima |
| 2010 | ISIT | Statistical mechanical analysis of a typical reconstruction limit of compressed sensing. | Yoshiyuki Kabashima, Tadashi Wadayama, Toshiyuki Tanaka |
| 2010 | ISIT | Statistical mechanical analysis of compressed sensing utilizing correlated compression matrix. | Koujin Takeda, Yoshiyuki Kabashima |
| 2008 | WiOpt | An integral formula for large random rectangular matrices and its application to analysis of linear vector channels. | Yoshiyuki Kabashima |
| 2005 | ISIT | An LDPCC decoding algorithm based on bowman-levin approximation -comparison with bp and CCCP-. | Masato Inoue, Miho Komiya, Yoshiyuki Kabashima |
| 2004 | ALT | A BP-Based Algorithm for Performing Bayesian Inference in Large Perceptron-Type Networks. | Yoshiyuki Kabashima, Shinsuke Uda |
| 2004 | ISIT | Statistical mechanical evaluation of error exponents for lossy data compression. | Tadaaki Hosaka, Yoshiyuki Kabashima |
| 1993 | COLT | Acceleration of Learning in Binary Choice Problems. | Yoshiyuki Kabashima, Shigeru Shinomoto |