| Solving rubik's cube with a robot hand I Akkaya, M Andrychowicz, M Chociej, M Litwin, B McGrew, A Petron, ... arXiv preprint arXiv:1910.07113, 2019 | 1273 | 2019 |
| Staircase codes with 6% to 33% overhead LM Zhang, FR Kschischang Journal of Lightwave Technology 32 (10), 1999-2002, 2014 | 242 | 2014 |
| Many-shot in-context learning R Agarwal, A Singh, LM Zhang, B Bohnet, L Rosias, S Chan, B Zhang, ... arXiv preprint arXiv:2404.11018, 2024 | 119* | 2024 |
| Human-timescale adaptation in an open-ended task space AA Team, J Bauer, K Baumli, S Baveja, F Behbahani, A Bhoopchand, ... arXiv preprint arXiv:2301.07608, 2023 | 118* | 2023 |
| Quasi-cyclic multi-edge LDPC codes for long-distance quantum cryptography M Milicevic, C Feng, LM Zhang, PG Gulak npj Quantum Information 4 (21), 2018 | 101 | 2018 |
| Low-complexity soft-decision concatenated LDGM-staircase FEC for high-bit-rate fiber-optic communication LM Zhang, FR Kschischang Journal of Lightwave Technology 35 (18), 3991-3999, 2017 | 57 | 2017 |
| Training language models to self-correct via reinforcement learning A Kumar, V Zhuang, R Agarwal, Y Su, JD Co-Reyes, A Singh, K Baumli, ... arXiv preprint arXiv:2409.12917, 2024 | 41 | 2024 |
| Key reconciliation with low-density parity-check codes for long-distance quantum cryptography M Milicevic, C Feng, LM Zhang, PG Gulak arXiv preprint arXiv:1702.07740, 2017 | 38 | 2017 |
| Vision-language models as a source of rewards K Baumli, S Baveja, F Behbahani, H Chan, G Comanici, S Flennerhag, ... arXiv preprint arXiv:2312.09187, 2023 | 21 | 2023 |
| Multi-Edge-Type Low-Density Parity-Check Codes for Bandwidth-Efficient Modulation L Zhang, F Kschischang Communications, IEEE Transactions on 61 (1), 43-52, 2012 | 21 | 2012 |
| Learning few-shot imitation as cultural transmission A Bhoopchand, B Brownfield, A Collister, A Dal Lago, A Edwards, ... Nature Communications 14 (1), 7536, 2023 | 20* | 2023 |
| Proving theorems using incremental learning and hindsight experience replay E Aygün, A Anand, L Orseau, X Glorot, SM Mcaleer, V Firoiu, LM Zhang, ... International Conference on Machine Learning, 1198-1210, 2022 | 19 | 2022 |
| Spatially coupled split-component codes with iterative algebraic decoding LM Zhang, D Truhachev, FR Kschischang IEEE Transactions on Information Theory 64 (1), 205-224, 2017 | 19 | 2017 |
| Training a first-order theorem prover from synthetic data V Firoiu, E Aygun, A Anand, Z Ahmed, X Glorot, L Orseau, L Zhang, ... arXiv preprint arXiv:2103.03798, 2021 | 17 | 2021 |
| Spatially-coupled split-component codes with bounded-distance component decoding LM Zhang, D Truhachev, FR Kschischang 2015 IEEE International Symposium on Information Theory (ISIT), 56-60, 2015 | 10 | 2015 |
| Distributed rate-adaptive staircase codes for connectionless optical metro networks L Schmalen, LM Zhang, U Gebhard Optical Fiber Communication Conference, W1J. 2, 2017 | 9 | 2017 |
| Decoding analysis accounting for mis-corrections for spatially-coupled split-component codes D Truhachev, A Karami, L Zhang, F Kschischang 2016 IEEE International Symposium on Information Theory (ISIT), 2124-2128, 2016 | 8 | 2016 |
| Feed-forward staircase codes LM Zhang, L Schmalen SCC 2017; 11th International ITG Conference on Systems, Communications and …, 2017 | 7 | 2017 |
| Training language models to self-correct via reinforcement learning, 2024 A Kumar, V Zhuang, R Agarwal, Y Su, JD Co-Reyes, A Singh, K Baumli, ... URL https://arxiv. org/abs/2409.12917, 0 | 6 | |
| Complexity-optimized concatenated LDGM-staircase codes LM Zhang, FR Kschischang 2017 IEEE International Symposium on Information Theory (ISIT), 1688-1692, 2017 | 5 | 2017 |
Frank R. KschischangProfessor of Electrical and Computer Engineering, University of TorontoEmail verificata su comm.utoronto.ca