BibTeX records: Daniel Kang

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@article{DBLP:journals/corr/abs-2402-06664,
  author       = {Richard Fang and
                  Rohan Bindu and
                  Akul Gupta and
                  Qiusi Zhan and
                  Daniel Kang},
  title        = {{LLM} Agents can Autonomously Hack Websites},
  journal      = {CoRR},
  volume       = {abs/2402.06664},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.06664},
  doi          = {10.48550/ARXIV.2402.06664},
  eprinttype    = {arXiv},
  eprint       = {2402.06664},
  timestamp    = {Fri, 16 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-06664.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2403-02691,
  author       = {Qiusi Zhan and
                  Zhixiang Liang and
                  Zifan Ying and
                  Daniel Kang},
  title        = {InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated
                  Large Language Model Agents},
  journal      = {CoRR},
  volume       = {abs/2403.02691},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.02691},
  doi          = {10.48550/ARXIV.2403.02691},
  eprinttype    = {arXiv},
  eprint       = {2403.02691},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-02691.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2403-04893,
  author       = {Shayne Longpre and
                  Sayash Kapoor and
                  Kevin Klyman and
                  Ashwin Ramaswami and
                  Rishi Bommasani and
                  Borhane Blili{-}Hamelin and
                  Yangsibo Huang and
                  Aviya Skowron and
                  Zheng Xin Yong and
                  Suhas Kotha and
                  Yi Zeng and
                  Weiyan Shi and
                  Xianjun Yang and
                  Reid Southen and
                  Alexander Robey and
                  Patrick Chao and
                  Diyi Yang and
                  Ruoxi Jia and
                  Daniel Kang and
                  Sandy Pentland and
                  Arvind Narayanan and
                  Percy Liang and
                  Peter Henderson},
  title        = {A Safe Harbor for {AI} Evaluation and Red Teaming},
  journal      = {CoRR},
  volume       = {abs/2403.04893},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.04893},
  doi          = {10.48550/ARXIV.2403.04893},
  eprinttype    = {arXiv},
  eprint       = {2403.04893},
  timestamp    = {Wed, 03 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-04893.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ftsec/BarrettBBCCCCCDFFHHJKKMMRSSTY23,
  author       = {Clark W. Barrett and
                  Brad Boyd and
                  Elie Bursztein and
                  Nicholas Carlini and
                  Brad Chen and
                  Jihye Choi and
                  Amrita Roy Chowdhury and
                  Mihai Christodorescu and
                  Anupam Datta and
                  Soheil Feizi and
                  Kathleen Fisher and
                  Tatsunori Hashimoto and
                  Dan Hendrycks and
                  Somesh Jha and
                  Daniel Kang and
                  Florian Kerschbaum and
                  Eric Mitchell and
                  John C. Mitchell and
                  Zulfikar Ramzan and
                  Khawaja Shams and
                  Dawn Song and
                  Ankur Taly and
                  Diyi Yang},
  title        = {Identifying and Mitigating the Security Risks of Generative {AI}},
  journal      = {Found. Trends Priv. Secur.},
  volume       = {6},
  number       = {1},
  pages        = {1--52},
  year         = {2023},
  url          = {https://doi.org/10.1561/3300000041},
  doi          = {10.1561/3300000041},
  timestamp    = {Sun, 24 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ftsec/BarrettBBCCCCCDFFHHJKKMMRSSTY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/RussoHK0Z23,
  author       = {Matthew Russo and
                  Tatsunori Hashimoto and
                  Daniel Kang and
                  Yi Sun and
                  Matei Zaharia},
  title        = {Accelerating Aggregation Queries on Unstructured Streams of Data},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {16},
  number       = {11},
  pages        = {2897--2910},
  year         = {2023},
  url          = {https://www.vldb.org/pvldb/vol16/p2897-russo.pdf},
  doi          = {10.14778/3611479.3611496},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/RussoHK0Z23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccv/LiLLYDKZK23,
  author       = {Xiuyu Li and
                  Yijiang Liu and
                  Long Lian and
                  Huanrui Yang and
                  Zhen Dong and
                  Daniel Kang and
                  Shanghang Zhang and
                  Kurt Keutzer},
  title        = {Q-Diffusion: Quantizing Diffusion Models},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {17489--17499},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01608},
  doi          = {10.1109/ICCV51070.2023.01608},
  timestamp    = {Tue, 23 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/LiLLYDKZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2302-04304,
  author       = {Xiuyu Li and
                  Long Lian and
                  Yijiang Liu and
                  Huanrui Yang and
                  Zhen Dong and
                  Daniel Kang and
                  Shanghang Zhang and
                  Kurt Keutzer},
  title        = {Q-Diffusion: Quantizing Diffusion Models},
  journal      = {CoRR},
  volume       = {abs/2302.04304},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.04304},
  doi          = {10.48550/ARXIV.2302.04304},
  eprinttype    = {arXiv},
  eprint       = {2302.04304},
  timestamp    = {Mon, 13 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-04304.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2302-05733,
  author       = {Daniel Kang and
                  Xuechen Li and
                  Ion Stoica and
                  Carlos Guestrin and
                  Matei Zaharia and
                  Tatsunori Hashimoto},
  title        = {Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard
                  Security Attacks},
  journal      = {CoRR},
  volume       = {abs/2302.05733},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.05733},
  doi          = {10.48550/ARXIV.2302.05733},
  eprinttype    = {arXiv},
  eprint       = {2302.05733},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-05733.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2303-16146,
  author       = {Stefanos Baziotis and
                  Daniel Kang and
                  Charith Mendis},
  title        = {Dias: Dynamic Rewriting of Pandas Code},
  journal      = {CoRR},
  volume       = {abs/2303.16146},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.16146},
  doi          = {10.48550/ARXIV.2303.16146},
  eprinttype    = {arXiv},
  eprint       = {2303.16146},
  timestamp    = {Fri, 14 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-16146.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2308-09157,
  author       = {Matthew Russo and
                  Tatsunori Hashimoto and
                  Daniel Kang and
                  Yi Sun and
                  Matei Zaharia},
  title        = {Accelerating Aggregation Queries on Unstructured Streams of Data},
  journal      = {CoRR},
  volume       = {abs/2308.09157},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.09157},
  doi          = {10.48550/ARXIV.2308.09157},
  eprinttype    = {arXiv},
  eprint       = {2308.09157},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-09157.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2308-14840,
  author       = {Clark W. Barrett and
                  Brad Boyd and
                  Ellie Burzstein and
                  Nicholas Carlini and
                  Brad Chen and
                  Jihye Choi and
                  Amrita Roy Chowdhury and
                  Mihai Christodorescu and
                  Anupam Datta and
                  Soheil Feizi and
                  Kathleen Fisher and
                  Tatsunori Hashimoto and
                  Dan Hendrycks and
                  Somesh Jha and
                  Daniel Kang and
                  Florian Kerschbaum and
                  Eric Mitchell and
                  John C. Mitchell and
                  Zulfikar Ramzan and
                  Khawaja Shams and
                  Dawn Song and
                  Ankur Taly and
                  Diyi Yang},
  title        = {Identifying and Mitigating the Security Risks of Generative {AI}},
  journal      = {CoRR},
  volume       = {abs/2308.14840},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.14840},
  doi          = {10.48550/ARXIV.2308.14840},
  eprinttype    = {arXiv},
  eprint       = {2308.14840},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-14840.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2311-05553,
  author       = {Qiusi Zhan and
                  Richard Fang and
                  Rohan Bindu and
                  Akul Gupta and
                  Tatsunori Hashimoto and
                  Daniel Kang},
  title        = {Removing {RLHF} Protections in {GPT-4} via Fine-Tuning},
  journal      = {CoRR},
  volume       = {abs/2311.05553},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.05553},
  doi          = {10.48550/ARXIV.2311.05553},
  eprinttype    = {arXiv},
  eprint       = {2311.05553},
  timestamp    = {Tue, 14 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-05553.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/RomeroHPKZK22,
  author       = {Francisco Romero and
                  Johann Hauswald and
                  Aditi Partap and
                  Daniel Kang and
                  Matei Zaharia and
                  Christos Kozyrakis},
  title        = {Optimizing Video Analytics with Declarative Model Relationships},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {16},
  number       = {3},
  pages        = {447--460},
  year         = {2022},
  url          = {https://www.vldb.org/pvldb/vol16/p447-romero.pdf},
  doi          = {10.14778/3570690.3570695},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/RomeroHPKZK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cidr/KangRBKZ22,
  author       = {Daniel Kang and
                  Francisco Romero and
                  Peter D. Bailis and
                  Christos Kozyrakis and
                  Matei Zaharia},
  title        = {{VIVA:} An End-to-End System for Interactive Video Analytics},
  booktitle    = {12th Conference on Innovative Data Systems Research, {CIDR} 2022,
                  Chaminade, CA, USA, January 9-12, 2022},
  publisher    = {www.cidrdb.org},
  year         = {2022},
  url          = {https://www.cidrdb.org/cidr2022/papers/p75-kang.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/KangRBKZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigmod/KangAPBZ22,
  author       = {Daniel Kang and
                  Nikos Ar{\'{e}}chiga and
                  Sudeep Pillai and
                  Peter D. Bailis and
                  Matei Zaharia},
  editor       = {Zachary G. Ives and
                  Angela Bonifati and
                  Amr El Abbadi},
  title        = {Finding Label and Model Errors in Perception Data With Learned Observation
                  Assertions},
  booktitle    = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
                  PA, USA, June 12 - 17, 2022},
  pages        = {496--505},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3514221.3517907},
  doi          = {10.1145/3514221.3517907},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/KangAPBZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigmod/KangGBHZ22,
  author       = {Daniel Kang and
                  John Guibas and
                  Peter D. Bailis and
                  Tatsunori Hashimoto and
                  Matei Zaharia},
  editor       = {Zachary G. Ives and
                  Angela Bonifati and
                  Amr El Abbadi},
  title        = {{TASTI:} Semantic Indexes for Machine Learning-based Queries over
                  Unstructured Data},
  booktitle    = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
                  PA, USA, June 12 - 17, 2022},
  pages        = {1934--1947},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3514221.3517897},
  doi          = {10.1145/3514221.3517897},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/KangGBHZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2201-05797,
  author       = {Daniel Kang and
                  Nikos Ar{\'{e}}chiga and
                  Sudeep Pillai and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {Finding Label and Model Errors in Perception Data With Learned Observation
                  Assertions},
  journal      = {CoRR},
  volume       = {abs/2201.05797},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.05797},
  eprinttype    = {arXiv},
  eprint       = {2201.05797},
  timestamp    = {Thu, 20 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-05797.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2210-08674,
  author       = {Daniel Kang and
                  Tatsunori Hashimoto and
                  Ion Stoica and
                  Yi Sun},
  title        = {Scaling up Trustless {DNN} Inference with Zero-Knowledge Proofs},
  journal      = {CoRR},
  volume       = {abs/2210.08674},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.08674},
  doi          = {10.48550/ARXIV.2210.08674},
  eprinttype    = {arXiv},
  eprint       = {2210.08674},
  timestamp    = {Mon, 15 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-08674.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2211-04775,
  author       = {Daniel Kang and
                  Tatsunori Hashimoto and
                  Ion Stoica and
                  Yi Sun},
  title        = {{ZK-IMG:} Attested Images via Zero-Knowledge Proofs to Fight Disinformation},
  journal      = {CoRR},
  volume       = {abs/2211.04775},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.04775},
  doi          = {10.48550/ARXIV.2211.04775},
  eprinttype    = {arXiv},
  eprint       = {2211.04775},
  timestamp    = {Mon, 15 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-04775.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/arobots/ChinchaliSHEKPC21,
  author       = {Sandeep Chinchali and
                  Apoorva Sharma and
                  James Harrison and
                  Amine Elhafsi and
                  Daniel Kang and
                  Evgenya Pergament and
                  Eyal Cidon and
                  Sachin Katti and
                  Marco Pavone},
  title        = {Network offloading policies for cloud robotics: a learning-based approach},
  journal      = {Auton. Robots},
  volume       = {45},
  number       = {7},
  pages        = {997--1012},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10514-021-09987-4},
  doi          = {10.1007/S10514-021-09987-4},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/arobots/ChinchaliSHEKPC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/KangGBHSZ21,
  author       = {Daniel Kang and
                  John Guibas and
                  Peter Bailis and
                  Tatsunori Hashimoto and
                  Yi Sun and
                  Matei Zaharia},
  title        = {Accelerating Approximate Aggregation Queries with Expensive Predicates},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {14},
  number       = {11},
  pages        = {2341--2354},
  year         = {2021},
  url          = {http://www.vldb.org/pvldb/vol14/p2341-kang.pdf},
  doi          = {10.14778/3476249.3476285},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/KangGBHSZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cidr/Kang21,
  author       = {Daniel Kang},
  title        = {Accelerating Queries over Unstructured Data with {ML}},
  booktitle    = {11th Conference on Innovative Data Systems Research, {CIDR} 2021,
                  Virtual Event, January 11-15, 2021, Online Proceedings},
  publisher    = {www.cidrdb.org},
  year         = {2021},
  url          = {http://cidrdb.org/cidr2021/papers/cidr2021\_abstract12.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/Kang21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2107-12525,
  author       = {Daniel Kang and
                  John Guibas and
                  Peter Bailis and
                  Tatsunori Hashimoto and
                  Yi Sun and
                  Matei Zaharia},
  title        = {Proof: Accelerating Approximate Aggregation Queries with Expensive
                  Predicates},
  journal      = {CoRR},
  volume       = {abs/2107.12525},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.12525},
  eprinttype    = {arXiv},
  eprint       = {2107.12525},
  timestamp    = {Mon, 15 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-12525.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2108-06313,
  author       = {Daniel Kang and
                  John Guibas and
                  Peter Bailis and
                  Tatsunori Hashimoto and
                  Yi Sun and
                  Matei Zaharia},
  title        = {Accelerating Approximate Aggregation Queries with Expensive Predicates},
  journal      = {CoRR},
  volume       = {abs/2108.06313},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.06313},
  eprinttype    = {arXiv},
  eprint       = {2108.06313},
  timestamp    = {Mon, 15 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-06313.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/KangGBHZ20,
  author       = {Daniel Kang and
                  Edward Gan and
                  Peter Bailis and
                  Tatsunori Hashimoto and
                  Matei Zaharia},
  title        = {Approximate Selection with Guarantees using Proxies},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {11},
  pages        = {1990--2003},
  year         = {2020},
  url          = {http://www.vldb.org/pvldb/vol13/p1990-kang.pdf},
  timestamp    = {Mon, 17 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/KangGBHZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/KraftKNPBZ20,
  author       = {Peter Kraft and
                  Daniel Kang and
                  Deepak Narayanan and
                  Shoumik Palkar and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {A Demonstration of Willump: {A} Statistically-Aware End-to-end Optimizer
                  for Machine Learning Inference},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {12},
  pages        = {2833--2836},
  year         = {2020},
  url          = {http://www.vldb.org/pvldb/vol13/p2833-kraft.pdf},
  doi          = {10.14778/3415478.3415487},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/KraftKNPBZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/KangMVBZ20,
  author       = {Daniel Kang and
                  Ankit Mathur and
                  Teja Veeramacheneni and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {Jointly Optimizing Preprocessing and Inference for DNN-based Visual
                  Analytics},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {14},
  number       = {2},
  pages        = {87--100},
  year         = {2020},
  url          = {http://www.vldb.org/pvldb/vol14/p87-kang.pdf},
  doi          = {10.14778/3425879.3425881},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/KangMVBZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/acl/KangH20,
  author       = {Daniel Kang and
                  Tatsunori Hashimoto},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {Improved Natural Language Generation via Loss Truncation},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {718--731},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.66},
  doi          = {10.18653/V1/2020.ACL-MAIN.66},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/KangH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mlsys/KangRBZ20,
  author       = {Daniel Kang and
                  Deepti Raghavan and
                  Peter Bailis and
                  Matei Zaharia},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Model Assertions for Monitoring and Improving {ML} Models},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/319.pdf},
  timestamp    = {Thu, 18 Jun 2020 15:47:18 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/KangRBZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mlsys/KraftKNPBZ20,
  author       = {Peter Kraft and
                  Daniel Kang and
                  Deepak Narayanan and
                  Shoumik Palkar and
                  Peter Bailis and
                  Matei Zaharia},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Willump: {A} Statistically-Aware End-to-end Optimizer for Machine
                  Learning Inference},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/297.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/KraftKNPBZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mlsys/MattsonCDCMPTWB20,
  author       = {Peter Mattson and
                  Christine Cheng and
                  Gregory F. Diamos and
                  Cody Coleman and
                  Paulius Micikevicius and
                  David A. Patterson and
                  Hanlin Tang and
                  Gu{-}Yeon Wei and
                  Peter Bailis and
                  Victor Bittorf and
                  David Brooks and
                  Dehao Chen and
                  Debo Dutta and
                  Udit Gupta and
                  Kim M. Hazelwood and
                  Andy Hock and
                  Xinyuan Huang and
                  Daniel Kang and
                  David Kanter and
                  Naveen Kumar and
                  Jeffery Liao and
                  Deepak Narayanan and
                  Tayo Oguntebi and
                  Gennady Pekhimenko and
                  Lillian Pentecost and
                  Vijay Janapa Reddi and
                  Taylor Robie and
                  Tom St. John and
                  Carole{-}Jean Wu and
                  Lingjie Xu and
                  Cliff Young and
                  Matei Zaharia},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {MLPerf Training Benchmark},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/309.pdf},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/MattsonCDCMPTWB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-01668,
  author       = {Daniel Kang and
                  Deepti Raghavan and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {Model Assertions for Monitoring and Improving {ML} Models},
  journal      = {CoRR},
  volume       = {abs/2003.01668},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.01668},
  eprinttype    = {arXiv},
  eprint       = {2003.01668},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-01668.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2004-00827,
  author       = {Daniel Kang and
                  Edward Gan and
                  Peter Bailis and
                  Tatsunori Hashimoto and
                  Matei Zaharia},
  title        = {Approximate Selection with Guarantees using Proxies},
  journal      = {CoRR},
  volume       = {abs/2004.00827},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.00827},
  eprinttype    = {arXiv},
  eprint       = {2004.00827},
  timestamp    = {Wed, 08 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-00827.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2004-14589,
  author       = {Daniel Kang and
                  Tatsunori Hashimoto},
  title        = {Improved Natural Language Generation via Loss Truncation},
  journal      = {CoRR},
  volume       = {abs/2004.14589},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.14589},
  eprinttype    = {arXiv},
  eprint       = {2004.14589},
  timestamp    = {Sun, 03 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-14589.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2007-13005,
  author       = {Daniel Kang and
                  Ankit Mathur and
                  Teja Veeramacheneni and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {Jointly Optimizing Preprocessing and Inference for DNN-based Visual
                  Analytics},
  journal      = {CoRR},
  volume       = {abs/2007.13005},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.13005},
  eprinttype    = {arXiv},
  eprint       = {2007.13005},
  timestamp    = {Wed, 29 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-13005.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2009-04540,
  author       = {Daniel Kang and
                  John Guibas and
                  Peter Bailis and
                  Tatsunori Hashimoto and
                  Matei Zaharia},
  title        = {Task-agnostic Indexes for Deep Learning-based Queries over Unstructured
                  Data},
  journal      = {CoRR},
  volume       = {abs/2009.04540},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.04540},
  eprinttype    = {arXiv},
  eprint       = {2009.04540},
  timestamp    = {Thu, 17 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-04540.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/KangBZ19,
  author       = {Daniel Kang and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {BlazeIt: Optimizing Declarative Aggregation and Limit Queries for
                  Neural Network-Based Video Analytics},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {4},
  pages        = {533--546},
  year         = {2019},
  url          = {http://www.vldb.org/pvldb/vol13/p533-kang.pdf},
  doi          = {10.14778/3372716.3372725},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/KangBZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/ColemanKNNZZBOR19,
  author       = {Cody Coleman and
                  Daniel Kang and
                  Deepak Narayanan and
                  Luigi Nardi and
                  Tian Zhao and
                  Jian Zhang and
                  Peter Bailis and
                  Kunle Olukotun and
                  Christopher R{\'{e}} and
                  Matei Zaharia},
  title        = {Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance
                  Benchmark},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {14--25},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352024},
  doi          = {10.1145/3352020.3352024},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigops/ColemanKNNZZBOR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cidr/KangBZ19,
  author       = {Daniel Kang and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {Challenges and Opportunities in DNN-Based Video Analytics: {A} Demonstration
                  of the BlazeIt Video Query Engine},
  booktitle    = {9th Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings},
  publisher    = {www.cidrdb.org},
  year         = {2019},
  url          = {http://cidrdb.org/cidr2019/papers/p141-kang-cidr19.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/KangBZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/KoratanaKBZ19,
  author       = {Animesh Koratana and
                  Daniel Kang and
                  Peter Bailis and
                  Matei Zaharia},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {{LIT:} Learned Intermediate Representation Training for Model Compression},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {3509--3518},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/koratana19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KoratanaKBZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/rss/ChinchaliSHEKPC19,
  author       = {Sandeep Chinchali and
                  Apoorva Sharma and
                  James Harrison and
                  Amine Elhafsi and
                  Daniel Kang and
                  Evgenya Pergament and
                  Eyal Cidon and
                  Sachin Katti and
                  Marco Pavone},
  editor       = {Antonio Bicchi and
                  Hadas Kress{-}Gazit and
                  Seth Hutchinson},
  title        = {Network Offloading Policies for Cloud Robotics: {A} Learning-Based
                  Approach},
  booktitle    = {Robotics: Science and Systems XV, University of Freiburg, Freiburg
                  im Breisgau, Germany, June 22-26, 2019},
  year         = {2019},
  url          = {https://doi.org/10.15607/RSS.2019.XV.063},
  doi          = {10.15607/RSS.2019.XV.063},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/rss/ChinchaliSHEKPC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1902-05703,
  author       = {Sandeep Chinchali and
                  Apoorva Sharma and
                  James Harrison and
                  Amine Elhafsi and
                  Daniel Kang and
                  Evgenya Pergament and
                  Eyal Cidon and
                  Sachin Katti and
                  Marco Pavone},
  title        = {Network Offloading Policies for Cloud Robotics: a Learning-based Approach},
  journal      = {CoRR},
  volume       = {abs/1902.05703},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.05703},
  eprinttype    = {arXiv},
  eprint       = {1902.05703},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-05703.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1905-01034,
  author       = {Daniel Kang and
                  Yi Sun and
                  Tom Brown and
                  Dan Hendrycks and
                  Jacob Steinhardt},
  title        = {Transfer of Adversarial Robustness Between Perturbation Types},
  journal      = {CoRR},
  volume       = {abs/1905.01034},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.01034},
  eprinttype    = {arXiv},
  eprint       = {1905.01034},
  timestamp    = {Mon, 15 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-01034.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-01974,
  author       = {Peter Kraft and
                  Daniel Kang and
                  Deepak Narayanan and
                  Shoumik Palkar and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {Willump: {A} Statistically-Aware End-to-end Optimizer for Machine
                  Learning Inference},
  journal      = {CoRR},
  volume       = {abs/1906.01974},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.01974},
  eprinttype    = {arXiv},
  eprint       = {1906.01974},
  timestamp    = {Thu, 13 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-01974.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1908-08016,
  author       = {Daniel Kang and
                  Yi Sun and
                  Dan Hendrycks and
                  Tom Brown and
                  Jacob Steinhardt},
  title        = {Testing Robustness Against Unforeseen Adversaries},
  journal      = {CoRR},
  volume       = {abs/1908.08016},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.08016},
  eprinttype    = {arXiv},
  eprint       = {1908.08016},
  timestamp    = {Mon, 15 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-08016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1910-01500,
  author       = {Peter Mattson and
                  Christine Cheng and
                  Cody Coleman and
                  Greg Diamos and
                  Paulius Micikevicius and
                  David A. Patterson and
                  Hanlin Tang and
                  Gu{-}Yeon Wei and
                  Peter Bailis and
                  Victor Bittorf and
                  David Brooks and
                  Dehao Chen and
                  Debojyoti Dutta and
                  Udit Gupta and
                  Kim M. Hazelwood and
                  Andrew Hock and
                  Xinyuan Huang and
                  Bill Jia and
                  Daniel Kang and
                  David Kanter and
                  Naveen Kumar and
                  Jeffery Liao and
                  Guokai Ma and
                  Deepak Narayanan and
                  Tayo Oguntebi and
                  Gennady Pekhimenko and
                  Lillian Pentecost and
                  Vijay Janapa Reddi and
                  Taylor Robie and
                  Tom St. John and
                  Carole{-}Jean Wu and
                  Lingjie Xu and
                  Cliff Young and
                  Matei Zaharia},
  title        = {MLPerf Training Benchmark},
  journal      = {CoRR},
  volume       = {abs/1910.01500},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.01500},
  eprinttype    = {arXiv},
  eprint       = {1910.01500},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-01500.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1805-01046,
  author       = {Daniel Kang and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {BlazeIt: Fast Exploratory Video Queries using Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1805.01046},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.01046},
  eprinttype    = {arXiv},
  eprint       = {1805.01046},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-01046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1806-01427,
  author       = {Cody Coleman and
                  Daniel Kang and
                  Deepak Narayanan and
                  Luigi Nardi and
                  Tian Zhao and
                  Jian Zhang and
                  Peter Bailis and
                  Kunle Olukotun and
                  Christopher R{\'{e}} and
                  Matei Zaharia},
  title        = {Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance
                  Benchmark},
  journal      = {CoRR},
  volume       = {abs/1806.01427},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.01427},
  eprinttype    = {arXiv},
  eprint       = {1806.01427},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-01427.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1810-01937,
  author       = {Animesh Koratana and
                  Daniel Kang and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {{LIT:} Block-wise Intermediate Representation Training for Model Compression},
  journal      = {CoRR},
  volume       = {abs/1810.01937},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.01937},
  eprinttype    = {arXiv},
  eprint       = {1810.01937},
  timestamp    = {Tue, 30 Oct 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-01937.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/KangEABZ17,
  author       = {Daniel Kang and
                  John Emmons and
                  Firas Abuzaid and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {NoScope: Optimizing Deep CNN-Based Queries over Video Streams at Scale},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {10},
  number       = {11},
  pages        = {1586--1597},
  year         = {2017},
  url          = {http://www.vldb.org/pvldb/vol10/p1586-kang.pdf},
  doi          = {10.14778/3137628.3137664},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/KangEABZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KangEABZ17,
  author       = {Daniel Kang and
                  John Emmons and
                  Firas Abuzaid and
                  Peter Bailis and
                  Matei Zaharia},
  title        = {Optimizing Deep CNN-Based Queries over Video Streams at Scale},
  journal      = {CoRR},
  volume       = {abs/1703.02529},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.02529},
  eprinttype    = {arXiv},
  eprint       = {1703.02529},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KangEABZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/ChanIMKHRPBQHH14,
  author       = {Tim Chan and
                  Joseph I and
                  Carlos Macasaet and
                  Daniel Kang and
                  Robert M. Hardy and
                  Carlos Ruiz and
                  Rigel Porras and
                  Brian Baron and
                  Karim Qazi and
                  Padraic Hannon and
                  Tomonori Honda},
  editor       = {Carla E. Brodley and
                  Peter Stone},
  title        = {Predictive Models for Determining If and When to Display Online Lead
                  Forms},
  booktitle    = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
                  July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
  pages        = {2882--2889},
  publisher    = {{AAAI} Press},
  year         = {2014},
  url          = {https://doi.org/10.1609/aaai.v28i2.19010},
  doi          = {10.1609/AAAI.V28I2.19010},
  timestamp    = {Mon, 04 Sep 2023 15:06:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChanIMKHRPBQHH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ieicet/ShinOK08,
  author       = {Byeong{-}Seok Shin and
                  Dong{-}Ryeol Oh and
                  Daniel Kang},
  title        = {Real-Time Point-Based Rendering Using Visibility Map},
  journal      = {{IEICE} Trans. Inf. Syst.},
  volume       = {91-D},
  number       = {1},
  pages        = {124--131},
  year         = {2008},
  url          = {https://doi.org/10.1093/ietisy/e91-d.1.124},
  doi          = {10.1093/IETISY/E91-D.1.124},
  timestamp    = {Sat, 11 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ieicet/ShinOK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cis/KangS05,
  author       = {Daniel Kang and
                  Byeong{-}Seok Shin},
  editor       = {Yue Hao and
                  Jiming Liu and
                  Yu{-}Ping Wang and
                  Yiu{-}ming Cheung and
                  Hujun Yin and
                  Licheng Jiao and
                  Jianfeng Ma and
                  Yong{-}Chang Jiao},
  title        = {Efficient Point Rendering Method Using Sequential Level-of-Detail},
  booktitle    = {Computational Intelligence and Security, International Conference,
                  {CIS} 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3802},
  pages        = {1127--1133},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11596981\_169},
  doi          = {10.1007/11596981\_169},
  timestamp    = {Tue, 23 Feb 2021 17:25:41 +0100},
  biburl       = {https://dblp.org/rec/conf/cis/KangS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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