Yu Su

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 102

Top Venues

University of California, Santa Barbara, USA (PHD)

Education History

University of California, Santa Barbara, USA

PHD

Publications

Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator. CoRR (2024)
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
GPT-4V(ision) is a Generalist Web Agent, if Grounded. CoRR (2024)
Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents. CoRR (2024)
Shijie Chen, Ziru Chen, Huan Sun, Yu Su
Error Detection for Text-to-SQL Semantic Parsing. CoRR (2023)
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen
Few-shot In-context Learning on Knowledge Base Question Answering. ACL (1) (2023)
Yu Su, Shai Vardi, Xiaoqi Ren, Adam Wierman
Communication-aware scheduling of precedence-constrained tasks on related machines. Oper. Res. Lett. 51 (6) (2023)
Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Wah Fung, Yu Su, Olivier Bodenreider
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion. CoRR (2023)
Fatemehsadat Mireshghallah, Yu Su, Tatsunori Hashimoto, Jason Eisner, Richard Shin
Privacy-Preserving Domain Adaptation of Semantic Parsers. ACL (1) (2023)
Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms. ACL (1) (2023)
Xiang Yue, Boshi Wang, Kai Zhang, Ziru Chen, Yu Su, Huan Sun
Automatic Evaluation of Attribution by Large Language Models. CoRR (2023)
Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing. CoRR (2023)
Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Wah Fung, Yu Su, Olivier Bodenreider
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion. EMNLP (Findings) (2023)
Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun
Text-to-SQL Error Correction with Language Models of Code. ACL (2) (2023)
Chan Hee Song, Brian M. Sadler, Jiaman Wu, Wei-Lun Chao, Clayton Washington, Yu Su
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models. ICCV (2023)
Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. CoRR (2023)
Kai Zhang, Bernal Jimenez Gutierrez, Yu Su
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors. ACL (Findings) (2023)
Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning. CoRR (2023)
Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun
Text-to-SQL Error Correction with Language Models of Code. CoRR (2023)
Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. SIGDIAL (2023)
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen
Few-shot In-context Learning for Knowledge Base Question Answering. CoRR (2023)
Dipanjyoti Paul, Arpita Chowdhury, Xinqi Xiong, Feng-Ju Chang, David Carlyn, Samuel Stevens, Kaiya Provost, Anuj Karpatne, Bryan Carstens, Daniel I. Rubenstein, Charles V. Stewart, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis. CoRR (2023)
Kai Zhang, Bernal Jiménez Gutiérrez, Yu Su
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors. CoRR (2023)
Samuel Stevens, Yu Su
Memorization for Good: Encryption with Autoregressive Language Models. CoRR (2023)
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su
Mind2Web: Towards a Generalist Agent for the Web. CoRR (2023)
Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction. CIKM (2023)
Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows. CoRR (2023)
Yu Gu, Xiang Deng, Yu Su
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments. ACL (1) (2023)
Cheng-Hao Tu, Hong-You Chen, Zheda Mai, Jike Zhong, Vardaan Pahuja, Tanya Y. Berger-Wolf, Song Gao, Charles V. Stewart, Yu Su, Wei-Lun Chao
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data. CoRR (2023)
Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. CoRR (2023)
Bernal Jiménez Gutiérrez, Huan Sun, Yu Su
Biomedical Language Models are Robust to Sub-optimal Tokenization. CoRR (2023)
Bernal Jimenez Gutierrez, Huan Sun, Yu Su
Biomedical Language Models are Robust to Sub-optimal Tokenization. BioNLP@ACL (2023)
Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms. CoRR (2023)
Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
Bootstrapping a User-Centered Task-Oriented Dialogue System. CoRR (2022)
Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion. ACL (1) (2022)
Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su
Knowledge Base Question Answering: A Semantic Parsing Perspective. CoRR (2022)
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. CoRR (2022)
Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. CoRR (2022)
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. EMNLP (2022)
Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su
One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones. CVPR (2022)
Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. EMNLP (Findings) (2022)
Chan Hee Song, Jiaman Wu, Clayton Washington, Brian M. Sadler, Wei-Lun Chao, Yu Su
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models. CoRR (2022)
Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction. CoRR (2022)
Yu Gu, Xiang Deng, Yu Su
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments. CoRR (2022)
Yu Gu, Yu Su
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering. CoRR (2022)
Yu Gu, Yu Su
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering. COLING (2022)
Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su
One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones. CoRR (2022)
Fatemehsadat Mireshghallah, Richard Shin, Yu Su, Tatsunori Hashimoto, Jason Eisner
Privacy-Preserving Domain Adaptation of Semantic Parsers. CoRR (2022)
Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su
A Systematic Investigation of KB-Text Embedding Alignment at Scale. ACL/IJCNLP (1) (2021)
Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su
Compositional Generalization for Natural Language Interfaces to Web APIs. CoRR (2021)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
ReasonBERT: Pre-trained to Reason with Distant Supervision. EMNLP (1) (2021)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
ReasonBERT: Pre-trained to Reason with Distant Supervision. CoRR (2021)
Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su
A Systematic Investigation of KB-Text Embedding Alignment at Scale. CoRR (2021)
Eugene Jeong, Anna K. Person, Joanna L. Stollings, Yu Su, Lang Li, You Chen
Detecting Drug-Drug Interactions in COVID-19 Patients. MedInfo (2021)
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention. NAACL-HLT (2021)
Yu Gu, Sue Kase, Michelle Vanni, Brian M. Sadler, Percy Liang, Xifeng Yan, Yu Su
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases. WWW (2021)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
An Imitation Game for Learning Semantic Parsers from User Interaction. CoRR (2020)
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang
Logical Natural Language Generation from Open-Domain Tables. CoRR (2020)
Navid Azizan, Yu Su, Krishnamurthy Dvijotham, Adam Wierman
Optimal Pricing in Markets with Nonconvex Costs. Oper. Res. 68 (2) (2020)
Bernal Jiménez Gutiérrez, Juncheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su
Document Classification for COVID-19 Literature. CoRR (2020)
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. CoRR (2020)
Bernal Jimenez Gutierrez, Jucheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su
Document Classification for COVID-19 Literature. EMNLP (Findings) (2020)
Yu Gu, Sue Kase, Michelle Vanni, Brian M. Sadler, Percy Liang, Xifeng Yan, Yu Su
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases. CoRR (2020)
Yu Su, Xiaoqi Ren, Shai Vardi, Adam Wierman
Communication-Aware Scheduling of Precedence-Constrained Tasks on Related Machines. CoRR (2020)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
An Imitation Game for Learning Semantic Parsers from User Interaction. EMNLP (1) (2020)
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang
Logical Natural Language Generation from Open-Domain Tables. ACL (2020)
Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Andrew Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
Task-Oriented Dialogue as Dataflow Synthesis. CoRR (2020)
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. EMNLP (1) (2020)
Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Andrew Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
Task-Oriented Dialogue as Dataflow Synthesis. Trans. Assoc. Comput. Linguistics 8 (2020)
Yu Su, Xiaoqi Ren, Shai Vardi, Adam Wierman, Yuxiong He
Communication-Aware Scheduling of Precedence-Constrained Tasks. SIGMETRICS Perform. Evaluation Rev. 47 (2) (2019)
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. EMNLP/IJCNLP (1) (2019)
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. CoRR (2019)
Navid Azizan Ruhi, Yu Su, Krishnamurthy Dvijotham, Adam Wierman
Optimal Pricing in Markets with Non-Convex Costs. EC (2019)
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su
Global Textual Relation Embedding for Relational Understanding. ACL (1) (2019)
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su
Global Textual Relation Embedding for Relational Understanding. CoRR (2019)
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. NAACL-HLT (1) (2019)
Xin Wang, Jiawei Wu, Da Zhang, Yu Su, William Yang Wang
Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning. AAAI (2019)
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. CoRR (2019)
Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan
HierCon: Hierarchical Organization of Technical Documents Based on Concepts. ICDM (2019)
Hikmet Yildiz, Yu Su, Anatoly Khina, Babak Hassibi
Event-Triggered Stochastic Control via Constrained Quantization. DCC (2019)
Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan
DialSQL: Dialogue Based Structured Query Generation. ACL (1) (2018)
Xiang Ren, Craig A. Knoblock, William Yang Wang, Yu Su
First Workshop on Knowledge Base Construction, Mining and Reasoning. WSDM (2018)
Xin Wang, Jiawei Wu, Da Zhang, Yu Su, William Yang Wang
Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning. CoRR (2018)
Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang
XL-NBT: A Cross-lingual Neural Belief Tracking Framework. CoRR (2018)
Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan
Unsupervised Neural Categorization for Scientific Publications. SDM (2018)
Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan
Concept Mining via Embedding. ICDM (2018)
Anatoly Khina, Yorie Nakahira, Yu Su, Hikmet Yildiz, Babak Hassibi
Algorithms for Optimal Control with Fixed-Rate Feedback. CoRR (2018)
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL. EMNLP (2018)
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
Global Relation Embedding for Relation Extraction. NAACL-HLT (2018)
Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang
XL-NBT: A Cross-lingual Neural Belief Tracking Framework. EMNLP (2018)
Yu Su, Ahmed Hassan Awadallah, Miaosen Wang, Ryen W. White
Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs. SIGIR (2018)
Anatoly Khina, Yorie Nakahira, Yu Su, Babak Hassibi
Algorithms for optimal control with fixed-rate feedback. CDC (2017)
Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, Mark J. Encarnación
Building Natural Language Interfaces to Web APIs. CIKM (2017)
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
Global Relation Embedding for Relation Extraction. CoRR (2017)
Jie Zhao, Yu Su, Ziyu Guan, Huan Sun
An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective. EMNLP (2017)
Yu Su, Xifeng Yan
Cross-domain Semantic Parsing via Paraphrasing. CoRR (2017)
Yu Su, Xifeng Yan
Cross-domain Semantic Parsing via Paraphrasing. EMNLP (2017)
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
Recovering Question Answering Errors via Query Revision. EMNLP (2017)
Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan
Table Cell Search for Question Answering. WWW (2016)
Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan
A Fast Kernel for Attributed Graphs. SDM (2016)
Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan
Improving Semantic Parsing via Answer Type Inference. EMNLP (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yu Su