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Add 16 refs for the Kiewit PLF proposal and companion whitepaper #74

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244 changes: 244 additions & 0 deletions cdl.bib
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Expand Up @@ -53218,3 +53218,247 @@ @article{Anto74
Title = {Mixtures of {D}irichlet processes with applications to {B}ayesian nonparametric problems},
Volume = {2},
Year = {1974}}
@comment{% References for the Kiewit PLF proposal and its companion whitepaper.
% All entries below have been web-verified against their primary sources
% (publisher pages, arXiv records, ACL Anthology, AAAI OJS, ACM DL,
% NeurIPS proceedings, HUP / Open Library, PubMed) during the
% preparation of this document. Formatting follows the CDL bibcheck
% conventions documented at
% https://github.com/ContextLab/CDL-bibliography#verify :
% - keys: Mann21 / MannKaha21 / MannEtal21 (with a/b suffixes on
% collision), using the *publication* year's last two digits.
% - authors: "F M Surname" form, " and "-separated.
% - standard fields only (doi / note / eprint are not in the
% keep_fields list and will be stripped by bibcheck on integration).
% - the arXiv-preprint convention in cdl.bib is:
% Journal = {{arXiv}}, Volume = {doi.org/10.48550/arXiv.NNNN.NNNNN}
%
% Verification notes (primary source URLs) are kept in comments
% next to each entry so the audit trail is preserved when these
% entries are merged upstream into cdl.bib.

% ---------------------------------------------------------------
% I. Historical Dartmouth references (proposal §2)
% ---------------------------------------------------------------

% KemeKurt68: Science 162(3850):223-228, DOI 10.1126/science.162.3850.223
% Verified via PubMed PMID 5675464.}

@comment{% Keme72: Book. Verified via Open Library OL5282840M and bookseller
% records (ISBN 0684130432). Publisher is Charles Scribner's Sons.}

@comment{% McCaEtal06: AI Magazine 27(4):12-14, 2006 reprint of the original
% 31 August 1955 proposal. Verified by downloading the AAAI OJS PDF
% (https://ojs.aaai.org/index.php/aimagazine/article/view/1904) and
% reading the printed page numbers 12, 13, 14. DOI 10.1609/aimag.v27i4.1904.
% Per bibcheck the key uses the *publication* year (2006), not the
% 1955 original date.}

@comment{% Rank18: Book. Verified via HUP catalog
% https://www.hup.harvard.edu/books/9780674970977 and the De Gruyter
% record for ISBN 9780674988538.}

@comment{% Kurt81: Chapter in the ACM HOPL-I proceedings volume
% (Wexelblat ed., Academic Press 1981). Verified via ACM DL
% https://dl.acm.org/doi/10.1145/800025.1198404 ; pages 515-537
% refer to Kurtz's chapter alone (the 515-549 span in some indexes
% includes the subsequent session discussion by Cheatham). The
% chapter's printed title is simply the acronym "BASIC"; bibcheck's
% sentence-case rule would render it "Basic" which mangles the
% acronym, so we use force = {True} to preserve the authoritative
% printed title.}

@comment{% ---------------------------------------------------------------
% II. Systems / distributed-inference references
% ---------------------------------------------------------------

% KwonEtal23: SOSP 2023. Verified pages 611-626 and DOI
% 10.1145/3600006.3613165 via dblp conf/sosp/KwonLZ0ZY0ZS23 and
% ACM DL. 29th SOSP was held in Koblenz, Germany.}

@comment{% LiEtal24: CVPR 2024 Highlight. Verified via CVPR 2024 Open Access:
% https://openaccess.thecvf.com/content/CVPR2024/html/Li_DistriFusion_...
% Full author list in publication order matches arXiv 2402.19481.}

@comment{% HanEtal24: NAACL 2024 long paper. Verified via ACL Anthology
% https://aclanthology.org/2024.naacl-long.464 , DOI
% 10.18653/v1/2024.naacl-long.464 , pages 8385-8400.}

@comment{% BorzEtal23a: Petals system demo at ACL 2023.
% https://aclanthology.org/2023.acl-demo.54 , DOI
% 10.18653/v1/2023.acl-demo.54 , pages 558-568, Toronto. "a" suffix
% because of the second Borzunov 2023 entry (NeurIPS, see BorzEtal23b).}

@comment{% BorzEtal23b: Distinct follow-up paper at NeurIPS 2023 (Poster, not
% Spotlight). Verified via NeurIPS proceedings
% https://proceedings.neurips.cc/paper_files/paper/2023/hash/28bf1419b9a1f908c15f6195f58cb865-Abstract-Conference.html
% and arXiv 2312.08361 . Author list uses "Ryabinin" (the
% transliteration the authors themselves use in this paper; the ACL
% demo above uses "Riabinin").}

@comment{% ShihEtal23: NeurIPS 2023 Spotlight. Verified via
% https://proceedings.neurips.cc/paper_files/paper/2023/hash/0d1986a61e30e5fa408c81216a616e20-Abstract-Conference.html
% pages 4263-4276 in Adv. Neural Inf. Process. Syst. vol. 36. The
% "ParaDiGMS" name is the project name; the paper's title itself is
% "Parallel Sampling of Diffusion Models".}

@comment{% ---------------------------------------------------------------
% III. Diffusion-LM references
% ---------------------------------------------------------------

% YeEtal25: arXiv preprint (no venue acceptance as of April 2026
% verification). Author list verified in order against arXiv abs/2508.15487.
% The author surname "Ye" is 2 letters, yielding the short key "YeEtal25".}

@comment{% NieEtal25: arXiv preprint (no venue acceptance as of April 2026
% verification). Ten-author list verified against arXiv abs/2502.09992.}

@comment{% TrauEtal25: arXiv preprint. The original refs.bib entry abbreviated
% the author list with "and others"; the full 4-author list is
% verified against arXiv abs/2510.27500 . Title uses "--" (en-dash)
% as rendered by arXiv (not "---" / em-dash).}

@comment{% BradNakk25: TMLR 2025. Two authors: "BradNakk25" key. Verified
% via arXiv abs/2408.09000 and TMLR/OpenReview (forum id zrWNtzSZsf).
% TMLR does not assign volume/issue/pages.}

@comment{% RazaEtal26: TMLR 2026 (accepted February 2026). Verified via
% arXiv abs/2601.11444 and TMLR/OpenReview (forum id 4iRx9b0Csu).
% Full title includes the subtitle "Investigating Ensembles of
% Diffusion Models" which the whitepaper draft had omitted.}

@article{KemeKurt68,
author = {J G Kemeny and T E Kurtz},
journal = {Science},
number = {3850},
pages = {223--228},
title = {Dartmouth time-sharing},
volume = {162},
year = {1968}
}

@book{Keme72,
address = {New York, {NY}},
author = {J G Kemeny},
publisher = {Charles Scribner's Sons},
title = {Man and the computer},
year = {1972}
}

@article{McCaEtal06,
author = {J McCarthy and M L Minsky and N Rochester and C E Shannon},
journal = {{AI} Magazine},
number = {4},
pages = {12--14},
title = {A proposal for the {Dartmouth} summer research project on artificial intelligence, {August} 31, 1955},
volume = {27},
year = {2006}
}

@book{Rank18,
address = {Cambridge, {MA}},
author = {J L Rankin},
publisher = {Harvard {University} Press},
title = {A people's history of computing in the {United States}},
year = {2018}
}

@incollection{Kurt81,
address = {New York, {NY}},
author = {T E Kurtz},
booktitle = {History of Programming Languages},
editor = {R L Wexelblat},
force = {True},
pages = {515--537},
publisher = {Academic Press},
title = {{BASIC}},
year = {1981}
}

@article{KwonEtal23,
author = {W Kwon and Z Li and S Zhuang and Y Sheng and L Zheng and C H Yu and J E Gonzalez and H Zhang and I Stoica},
journal = {Proceedings of the 29th {ACM} Symposium on Operating Systems Principles},
pages = {611--626},
title = {Efficient memory management for large language model serving with {PagedAttention}},
year = {2023}
}

@article{LiEtal24,
author = {M Li and T Cai and J Cao and Q Zhang and H Cai and J Bai and Y Jia and M-Y Liu and K Li and S Han},
journal = {{IEEE} Conference on Computer Vision and Pattern Recognition},
title = {{DistriFusion}: distributed parallel inference for high-resolution diffusion models},
year = {2024}
}

@article{HanEtal24,
author = {X Han and S Kumar and Y Tsvetkov and M Ghazvininejad},
journal = {Proceedings of the 2024 Conference of the North {American} Chapter of the Association for Computational Linguistics: Human Language Technologies (volume 1: Long Papers)},
pages = {8385--8400},
title = {{David} helps {Goliath}: inference-time collaboration between small specialized and large general diffusion {LMs}},
year = {2024}
}

@article{BorzEtal23a,
address = {Toronto, Canada},
author = {A Borzunov and D Baranchuk and T Dettmers and M Riabinin and Y Belkada and A Chumachenko and P Samygin and C Raffel},
journal = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (volume 3: System Demonstrations)},
pages = {558--568},
title = {{Petals}: collaborative inference and fine-tuning of large models},
year = {2023}
}

@article{BorzEtal23b,
author = {A Borzunov and M Ryabinin and A Chumachenko and D Baranchuk and T Dettmers and Y Belkada and P Samygin and C A Raffel},
journal = {Advances in Neural Information Processing Systems},
pages = {12312--12331},
title = {Distributed inference and fine-tuning of large language models over the internet},
volume = {36},
year = {2023}
}

@article{ShihEtal23,
author = {A Shih and S Belkhale and S Ermon and D Sadigh and N Anari},
journal = {Advances in Neural Information Processing Systems},
pages = {4263--4276},
title = {Parallel sampling of diffusion models},
volume = {36},
year = {2023}
}

@article{YeEtal25,
author = {J Ye and Z Xie and L Zheng and J Gao and Z Wu and X Jiang and Z Li and L Kong},
journal = {{arXiv}},
title = {{Dream 7B}: diffusion large language models},
volume = {doi.org/10.48550/arXiv.2508.15487},
year = {2025}
}

@article{NieEtal25,
author = {S Nie and F Zhu and Z You and X Zhang and J Ou and J Hu and J Zhou and Y Lin and J-R Wen and C Li},
journal = {{arXiv}},
title = {Large language diffusion models},
volume = {doi.org/10.48550/arXiv.2502.09992},
year = {2025}
}

@article{TrauEtal25,
author = {D Trautwein and C Ihle and M Schubotz and B Gipp},
journal = {{arXiv}},
title = {Challenging tribal knowledge -- large scale measurement campaign on decentralized {NAT} traversal},
volume = {doi.org/10.48550/arXiv.2510.27500},
year = {2025}
}

@article{BradNakk25,
author = {A Bradley and P Nakkiran},
journal = {Transactions on Machine Learning Research},
title = {Classifier-free guidance is a predictor-corrector},
year = {2025}
}

@article{RazaEtal26,
author = {R Razafindralambo and R Sun and F Precioso and D Garreau and P-A Mattei},
journal = {Transactions on Machine Learning Research},
title = {When are two scores better than one? investigating ensembles of diffusion models},
year = {2026}
}
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