Kevin Yang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 48

Top Topics

Healthcare Delivery

Structured Data

Text Generation

Deep Belief Networks

Top Venues

J. Chem. Inf. Model.

SIGMOD Conference

Publications

Yizhou Chi, Kevin Yang, Dan Klein
THOUGHTSCULPT: Reasoning with Intermediate Revision and Search. CoRR (2024)
Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment. ICLR (2024)
Zhiheng Lyu, Kevin Yang, Lingpeng Kong, Daniel Klein
FACTTRACK: Time-Aware World State Tracking in Story Outlines. CoRR (2024)
Jonathan Pei, Kevin Yang, Dan Klein
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation. CoRR (2023)
Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian
Learning Personalized Story Evaluation. CoRR (2023)
Yichen Wang, Kevin Yang, Xiaoming Liu, Dan Klein
Improving Pacing in Long-Form Story Planning. EMNLP (Findings) (2023)
Sanjay Subramanian, Medhini Narasimhan, Kushal Khangaonkar, Kevin Yang, Arsha Nagrani, Cordelia Schmid, Andy Zeng, Trevor Darrell, Dan Klein
Modular Visual Question Answering via Code Generation. ACL (2) (2023)
Jonathan Pei, Kevin Yang, Dan Klein
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation. ACL (Findings) (2023)
Kevin Yang, Dan Klein, Nanyun Peng, Yuandong Tian
DOC: Improving Long Story Coherence With Detailed Outline Control. ACL (1) (2023)
Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian
RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment. CoRR (2023)
Hanlin Zhu, Andrew Cohen, Danqing Wang, Kevin Yang, Xiaomeng Yang, Jiantao Jiao, Yuandong Tian
End-to-end Story Plot Generator. CoRR (2023)
Megumi Asada, Ryan C. Chen, Eva Fourakis, Yujin Hong Kim, Andrew Kwon, Jared Duker Lichtman, Blake Mackall, Steven J. Miller, Eric Winsor, Karl Winsor, Jianing Yang, Kevin Yang
-Functions. Exp. Math. 32 (3) (2023)
Yichen Wang, Kevin Yang, Xiaoming Liu, Dan Klein
Improving Pacing in Long-Form Story Planning. CoRR (2023)
Sanjay Subramanian, Medhini Narasimhan, Kushal Khangaonkar, Kevin Yang, Arsha Nagrani, Cordelia Schmid, Andy Zeng, Trevor Darrell, Dan Klein
Modular Visual Question Answering via Code Generation. CoRR (2023)
Kevin Yang, Yuandong Tian, Nanyun Peng, Dan Klein
Re3: Generating Longer Stories With Recursive Reprompting and Revision. EMNLP (2022)
Derrick X. Liu, Danny V. Lam, Yingyi Gao, Rachel C. LeBlanc, Alyssa A. Usab, Elizabeth S. Fielding, Charlotte L. Brunkalla, Kevin Yang, Andrew J. Shoffstall
Characterization of a Temporary Peripheral Nerve Stimulation Electrode Utilizing a Bioabsorbable Suture Substrate. EMBC (2022)
Kevin Yang, Vinod E. Nambudiri
Clinical Informatics Educational Requirements in United States ACGME-Accredited Residency Programs. AMIA (2022)
Kevin Yang, Dan Klein, Nanyun Peng, Yuandong Tian
DOC: Improving Long Story Coherence With Detailed Outline Control. CoRR (2022)
Yiyang Zhao, Linnan Wang, Kevin Yang, Tianjun Zhang, Tian Guo, Yuandong Tian
Multi-objective Optimization by Learning Space Partition. ICLR (2022)
Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Benjamin Van Durme
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation. CoRR (2022)
Eric Wallace, Nicholas Tomlin, Albert Xu, Kevin Yang, Eshaan Pathak, Matthew Ginsberg, Dan Klein
Automated Crossword Solving. CoRR (2022)
Mingyang Hu, Fajie Yuan, Kevin Yang, Fusong Ju, Jin Su, Hui Wang, Fei Yang, Qiuyang Ding
Exploring evolution-aware & -free protein language models as protein function predictors. NeurIPS (2022)
Eric Wallace, Nicholas Tomlin, Albert Xu, Kevin Yang, Eshaan Pathak, Matthew Ginsberg, Dan Klein
Automated Crossword Solving. ACL (1) (2022)
Kevin Yang, Yuandong Tian, Nanyun Peng, Dan Klein
Re3: Generating Longer Stories With Recursive Reprompting and Revision. CoRR (2022)
Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Benjamin Van Durme
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation. ACL (Findings) (2022)
Kevin Yang, Dan Klein
FUDGE: Controlled Text Generation With Future Discriminators. NAACL-HLT (2021)
Kevin Yang, Vinod E. Nambudiri
Anticipating Ambulatory Automation: Potential Applications of Administrative and Clinical Automation in Outpatient Healthcare Delivery. Appl. Clin. Inform. 12 (5) (2021)
Kevin Yang, Tianjun Zhang, Chris Cummins, Brandon Cui, Benoit Steiner, Linnan Wang, Joseph E. Gonzalez, Dan Klein, Yuandong Tian
Learning Space Partitions for Path Planning. CoRR (2021)
Christian Dallago, Jody Mou, Kadina E. Johnston, Bruce J. Wittmann, Nicholas Bhattacharya, Samuel Goldman, Ali Madani, Kevin Yang
FLIP: Benchmark tasks in fitness landscape inference for proteins. NeurIPS Datasets and Benchmarks (2021)
Vraj Shah, Jonathan Lacanlale, Premanand Kumar, Kevin Yang, Arun Kumar
Towards Benchmarking Feature Type Inference for AutoML Platforms. SIGMOD Conference (2021)
Kevin Yang, Tianjun Zhang, Chris Cummins, Brandon Cui, Benoit Steiner, Linnan Wang, Joseph E. Gonzalez, Dan Klein, Yuandong Tian
Learning Space Partitions for Path Planning. NeurIPS (2021)
Kevin Yang, Dan Klein
FUDGE: Controlled Text Generation With Future Discriminators. CoRR (2021)
Yiyang Zhao, Linnan Wang, Kevin Yang, Tianjun Zhang, Tian Guo, Yuandong Tian
Multi-objective Optimization by Learning Space Partitions. CoRR (2021)
Hongzhen Zhou, Shuyuan Wang, Tao Zhang, Demei Liu, Kevin Yang
Ultrasound image analysis technology under deep belief networks in evaluation on the effects of diagnosis and chemotherapy of cervical cancer. J. Supercomput. 77 (4) (2021)
Lior Hirschfeld, Kyle Swanson, Kevin Yang, Regina Barzilay, Connor W. Coley
Uncertainty Quantification Using Neural Networks for Molecular Property Prediction. J. Chem. Inf. Model. 60 (8) (2020)
Kevin Yang, Violet Yao, John DeNero, Dan Klein
A Streaming Approach For Efficient Batched Beam Search. CoRR (2020)
Kevin Yang, Wengong Jin, Kyle Swanson, Regina Barzilay, Tommi S. Jaakkola
Improving Molecular Design by Stochastic Iterative Target Augmentation. CoRR (2020)
Kevin Yang, Violet Yao, John DeNero, Dan Klein
A Streaming Approach For Efficient Batched Beam Search. EMNLP (1) (2020)
Lior Hirschfeld, Kyle Swanson, Kevin Yang, Regina Barzilay, Connor W. Coley
Uncertainty Quantification Using Neural Networks for Molecular Property Prediction. CoRR (2020)
Ruoqian Wang, Yingjie Hu, Zikai Zhou, Kevin Yang
Tracking Flooding Phase Transitions and Establishing a Passive Hotline With AI-Enabled Social Media Data. IEEE Access 8 (2020)
Kevin Yang, Wengong Jin, Kyle Swanson, Regina Barzilay, Tommi S. Jaakkola
Improving Molecular Design by Stochastic Iterative Target Augmentation. ICML (2020)
Kevin Yang, Kyle Swanson, Wengong Jin, Connor W. Coley, Philipp Eiden, Hua Gao, Angel Guzman-Perez, Timothy Hopper, Brian Kelley, Miriam Mathea, Andrew Palmer, Volker Settels, Tommi S. Jaakkola, Klavs F. Jensen, Regina Barzilay
Correction to Analyzing Learned Molecular Representations for Property Prediction. J. Chem. Inf. Model. 59 (12) (2019)
Kevin Yang, Kyle Swanson, Wengong Jin, Connor W. Coley, Philipp Eiden, Hua Gao, Angel Guzman-Perez, Timothy Hopper, Brian Kelley, Miriam Mathea, Andrew Palmer, Volker Settels, Tommi S. Jaakkola, Klavs F. Jensen, Regina Barzilay
Are Learned Molecular Representations Ready For Prime Time? CoRR (2019)
Kevin Yang, Kyle Swanson, Wengong Jin, Connor W. Coley, Philipp Eiden, Hua Gao, Angel Guzman-Perez, Timothy Hopper, Brian Kelley, Miriam Mathea, Andrew Palmer, Volker Settels, Tommi S. Jaakkola, Klavs F. Jensen, Regina Barzilay
Analyzing Learned Molecular Representations for Property Prediction. J. Chem. Inf. Model. 59 (8) (2019)
Vraj Shah, Side Li, Kevin Yang, Arun Kumar, Lawrence K. Saul
Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data. SIGMOD Conference (2019)
Wengong Jin, Kevin Yang, Regina Barzilay, Tommi S. Jaakkola
Learning Multimodal Graph-to-Graph Translation for Molecule Optimization. ICLR (Poster) (2019)
Wengong Jin, Kevin Yang, Regina Barzilay, Tommi S. Jaakkola
Learning Multimodal Graph-to-Graph Translation for Molecular Optimization. CoRR (2018)
M. Reza Peyghami, Kevin Yang, Shengyuan Chen, Zijiang Yang, Masoud Ataei
Accelerated Gradient and Block-Wise Gradient Methods for Big Data Factorization. Canadian Conference on AI (2018)
Kevin Yang, Krishna M. Sivalingam
Routing in SONET/VCAT based optical WDM networks (Invited Paper). BROADNETS (2009)
Mark E. Frisse, Janet K. King, Will B. Rice, Lianhong Tang, Jameson P. Porter, Timothy A. Coffman, Michael Assink, Kevin Yang, Monroe Wesley, Rodney L. Holmes, Cynthia S. Gadd, Kevin B. Johnson, Vicki Y. Estrin
A Regional Health Information Exchange: Architecture and Implementation. AMIA (2008)
Kevin B. Johnson, Cynthia S. Gadd, Dominik Aronsky, Kevin Yang, Lianhong Tang, Vicki Y. Estrin, Janet K. King, Mark E. Frisse
The MidSouth eHealth Alliance: Use and Impact in the First Year. AMIA (2008)
Kevin Yang, Jiann-Shiou Yang
Newspaper Circulation Volume Modeling and Prediction via Time Series Analysis: A Case Study. MSV (2007)