default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDYu Su 0001
苏煜
Person information
- unicode name: 苏煜
- affiliation: Ohio State University, Department of Computer Science and Engineering, Columbus, OH, USA
- affiliation (PhD 2018): University of California, Santa Barbara, CA, USA
- affiliation (former): Tsinghua University, China
- not to be confused with: Yu Su 0011
Other persons with the same name
- Yu Su — disambiguation page
- Yu Su 0002
![[0000-0002-7950-4919]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-7950-4919")
— Hefei Normal University, China (and 3 more) - Yu Su 0003 — Delphi Deutschland
- Yu Su 0004 — University of East Anglia, Norwich, UK
- Yu Su 0005 — National Defense University, Taoyuan, Taiwan
- Yu Su 0006 — Southern Methodist University, Dallas, TX, USA
- Yu Su 0007 — Peking University, China
- Yu Su 0008 — Xidian University, Xian, China
- Yu Su 0009 — Université de Caen, France
- Yu Su 0010 — Harbin Institute of Technology, Harbin, China
- Yu Su 0011 — The Ohio State University, Columbus, OH, USA
- Yu Su 0012 — University of New South Wales, Sydney, Australia
- Yu Su 0013 — California Institute of Technology, Pasadena, CA, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j2]Eugene Jeong, Yu Su, Lang Li, You Chen:
Discovering clinical drug-drug interactions with known pharmacokinetics mechanisms using spontaneous reporting systems and electronic health records. J. Biomed. Informatics 153: 104639 (2024)- [c72]Boshi Wang, Hao Fang, Jason Eisner, Benjamin Van Durme, Yu Su:
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error. ACL (1) 2024: 10583-10604 - [c71]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. ACL (1) 2024: 13659-13678 - [c70]Vardaan Pahuja, Weidi Luo, Yu Gu, Cheng-Hao Tu, Hong-You Chen, Tanya Y. Berger-Wolf, Charles V. Stewart, Song Gao, Wei-Lun Chao, Yu Su:
Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs. CIKM 2024: 1825-1835 - [c69]Xiang Yue, Yuansheng Ni, Tianyu Zheng, Kai Zhang, 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. CVPR 2024: 9556-9567 - [c68]Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao:
Dual-View Visual Contextualization for Web Navigation. CVPR 2024: 14445-14454 - [c67]Samuel Stevens, Jiaman Wu, Matthew J. Thompson, Elizabeth G. Campolongo, Chan Hee Song, David Edward Carlyn, Li Dong, Wasila M. Dahdul, Charles V. Stewart, Tanya Y. Berger-Wolf, Wei-Lun Chao, Yu Su:
BioCLIP: A Vision Foundation Model for the Tree of Life. CVPR 2024: 19412-19424 - [c66]Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su:
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments. EMNLP 2024: 7646-7663 - [c65]Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang:
AgentBench: Evaluating LLMs as Agents. ICLR 2024 - [c64]Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin:
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following. ICLR 2024 - [c63]Dipanjyoti Paul, Arpita Chowdhury, Xinqi Xiong, Feng-Ju Chang, David Edward 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. ICLR 2024 - [c62]Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su:
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts. ICLR 2024 - [c61]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. ICLR 2024 - [c60]Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang:
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions. ICML 2024 - [c59]Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su:
TravelPlanner: A Benchmark for Real-World Planning with Language Agents. ICML 2024 - [c58]Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su:
GPT-4V(ision) is a Generalist Web Agent, if Grounded. ICML 2024 - [i68]Vardaan Pahuja, Weidi Luo, Yu Gu, Cheng-Hao Tu, Hong-You Chen, Tanya Y. Berger-Wolf, Charles V. Stewart, Song Gao, Wei-Lun Chao, Yu Su:
Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs. CoRR abs/2401.00608 (2024) - [i67]Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su:
GPT-4V(ision) is a Generalist Web Agent, if Grounded. CoRR abs/2401.01614 (2024) - [i66]Tinghui Zhu, Kai Zhang, Jian Xie, Yu Su:
Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning. CoRR abs/2401.17686 (2024) - [i65]Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su:
TravelPlanner: A Benchmark for Real-World Planning with Language Agents. CoRR abs/2402.01622 (2024) - [i64]Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao:
Dual-View Visual Contextualization for Web Navigation. CoRR abs/2402.04476 (2024) - [i63]Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun:
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents. CoRR abs/2402.10196 (2024) - [i62]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 abs/2402.10890 (2024) - [i61]Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su:
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments. CoRR abs/2402.14672 (2024) - [i60]Boshi Wang, Hao Fang, Jason Eisner, Benjamin Van Durme, Yu Su:
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error. CoRR abs/2403.04746 (2024) - [i59]Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang:
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions. CoRR abs/2403.19651 (2024) - [i58]Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su:
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models. CoRR abs/2405.14831 (2024) - [i57]Boshi Wang, Xiang Yue, Yu Su, Huan Sun:
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization. CoRR abs/2405.15071 (2024) - [i56]Xiao Liu, Tianjie Zhang, Yu Gu, Iat Long Iong, Yifan Xu, Xixuan Song, Shudan Zhang, Hanyu Lai, Xinyi Liu, Hanlin Zhao, Jiadai Sun, Xinyue Yang, Yu Yang, Zehan Qi, Shuntian Yao, Xueqiao Sun, Siyi Cheng, Qinkai Zheng, Hao Yu, Hanchen Zhang, Wenyi Hong, Ming Ding, Lihang Pan, Xiaotao Gu, Aohan Zeng, Zhengxiao Du, Chan Hee Song, Yu Su, Yuxiao Dong, Jie Tang:
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents. CoRR abs/2408.06327 (2024) - [i55]M. Maruf, Arka Daw, Kazi Sajeed Mehrab, Harish Babu Manogaran, Abhilash Neog, Medha Sawhney, Mridul Khurana, James P. Balhoff, Yasin Bakis, Bahadir Altintas, Matthew J. Thompson, Elizabeth G. Campolongo, Josef C. Uyeda, Hilmar Lapp, Henry L. Bart Jr., Paula M. Mabee, Yu Su, Wei-Lun Chao, Charles V. Stewart, Tanya Y. Berger-Wolf, Wasila M. Dahdul, Anuj Karpatne:
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images. CoRR abs/2408.16176 (2024) - [i54]Xiang Yue, Tianyu Zheng, Yuansheng Ni, Yubo Wang, Kai Zhang, Shengbang Tong, Yuxuan Sun, Botao Yu, Ge Zhang, Huan Sun, Yu Su, Wenhu Chen, Graham Neubig:
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark. CoRR abs/2409.02813 (2024) - [i53]Zheda Mai, Arpita Chowdhury, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Vardaan Pahuja, Tanya Y. Berger-Wolf, Song Gao, Charles V. Stewart, Yu Su, Wei-Lun Chao:
Fine-Tuning is Fine, if Calibrated. CoRR abs/2409.16223 (2024) - [i52]Shijie Chen, Bernal Jiménez Gutiérrez, Yu Su:
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers. CoRR abs/2410.02642 (2024) - [i51]Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun:
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. CoRR abs/2410.05080 (2024) - [i50]Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su:
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents. CoRR abs/2410.05243 (2024) - 2023
- [c57]Kai Zhang, Bernal Jimenez Gutierrez, Yu Su:
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors. ACL (Findings) 2023: 794-812 - [c56]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: 1359-1372 - [c55]Yu Gu, Xiang Deng, Yu Su:
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments. ACL (1) 2023: 4928-4949 - [c54]Fatemehsadat Mireshghallah, Yu Su, Tatsunori Hashimoto, Jason Eisner, Richard Shin:
Privacy-Preserving Domain Adaptation of Semantic Parsers. ACL (1) 2023: 4950-4970 - [c53]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: 6966-6980 - [c52]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: 12149-12163 - [c51]Bernal Jimenez Gutierrez, Huan Sun, Yu Su:
Biomedical Language Models are Robust to Sub-optimal Tokenization. BioNLP@ACL 2023: 350-362 - [c50]Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su:
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction. CIKM 2023: 1992-2002 - [c49]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: 704-717 - [c48]Xiang Yue, Boshi Wang, Ziru Chen, Kai Zhang, Yu Su, Huan Sun:
Automatic Evaluation of Attribution by Large Language Models. EMNLP (Findings) 2023: 4615-4635 - [c47]Shijie Chen, Ziru Chen, Huan Sun, Yu Su:
Error Detection for Text-to-SQL Semantic Parsing. EMNLP (Findings) 2023: 11730-11743 - [c46]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. GeoAI@SIGSPATIAL 2023: 63-72 - [c45]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: 2986-2997 - [c44]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. NeurIPS 2023 - [c43]Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su:
Mind2Web: Towards a Generalist Agent for the Web. NeurIPS 2023 - [c42]Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su:
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing. NeurIPS 2023 - [c41]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: 197-201 - [i49]Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen:
Few-shot In-context Learning for Knowledge Base Question Answering. CoRR abs/2305.01750 (2023) - [i48]Xiang Yue, Boshi Wang, Kai Zhang, Ziru Chen, Yu Su, Huan Sun:
Automatic Evaluation of Attribution by Large Language Models. CoRR abs/2305.06311 (2023) - [i47]Samuel Stevens, Yu Su:
Memorization for Good: Encryption with Autoregressive Language Models. CoRR abs/2305.10445 (2023) - [i46]Kai Zhang, Bernal Jiménez Gutiérrez, Yu Su:
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors. CoRR abs/2305.11159 (2023) - [i45]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 abs/2305.13073 (2023) - [i44]Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su:
Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes. CoRR abs/2305.13300 (2023) - [i43]Shijie Chen, Ziru Chen, Huan Sun, Yu Su:
Error Detection for Text-to-SQL Semantic Parsing. CoRR abs/2305.13683 (2023) - [i42]Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun:
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms. CoRR abs/2305.17221 (2023) - [i41]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 abs/2306.06070 (2023) - [i40]Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su:
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing. CoRR abs/2306.10012 (2023) - [i39]Bernal Jiménez Gutiérrez, Huan Sun, Yu Su:
Biomedical Language Models are Robust to Sub-optimal Tokenization. CoRR abs/2306.17649 (2023) - [i38]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 abs/2307.16081 (2023) - [i37]Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang:
AgentBench: Evaluating LLMs as Agents. CoRR abs/2308.03688 (2023) - [i36]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 abs/2309.05653 (2023) - [i35]Yuxuan Sun, Kai Zhang, Yu Su:
Multimodal Question Answering for Unified Information Extraction. CoRR abs/2310.03017 (2023) - [i34]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 abs/2310.13248 (2023) - [i33]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 abs/2311.01420 (2023) - [i32]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 abs/2311.04157 (2023) - [i31]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 abs/2311.15106 (2023) - [i30]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 abs/2311.16502 (2023) - [i29]Samuel Stevens, Jiaman Wu, Matthew J. Thompson, Elizabeth G. Campolongo, Chan Hee Song, David Edward Carlyn, Li Dong, Wasila M. Dahdul, Charles V. Stewart, Tanya Y. Berger-Wolf, Wei-Lun Chao, Yu Su:
BIOCLIP: A Vision Foundation Model for the Tree of Life. CoRR abs/2311.18803 (2023) - [i28]Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin:
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following. CoRR abs/2312.02436 (2023) - 2022
- [c40]Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios:
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion. ACL (1) 2022: 5568-5578 - [c39]Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su:
Knowledge Base Question Answering: A Semantic Parsing Perspective. AKBC 2022 - [c38]Yu Gu, Yu Su:
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering. COLING 2022: 1718-1731 - [c37]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: 15461-15470 - [c36]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: 4497-4512 - [c35]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: 11473-11487 - [i27]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 abs/2202.07028 (2022) - [i26]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 abs/2203.08410 (2022) - [i25]Yu Gu, Yu Su:
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering. CoRR abs/2204.08109 (2022) - [i24]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 abs/2205.12228 (2022) - [i23]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 abs/2207.05223 (2022) - [i22]Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su:
Knowledge Base Question Answering: A Semantic Parsing Perspective. CoRR abs/2209.04994 (2022) - [i21]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 abs/2212.04088 (2022) - [i20]Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su:
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction. CoRR abs/2212.09724 (2022) - [i19]Yu Gu, Xiang Deng, Yu Su:
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments. CoRR abs/2212.09736 (2022) - [i18]Fatemehsadat Mireshghallah, Richard Shin, Yu Su, Tatsunori Hashimoto, Jason Eisner:
Privacy-Preserving Domain Adaptation of Semantic Parsers. CoRR abs/2212.10520 (2022) - 2021
- [c34]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: 1764-1774 - [c33]Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun:
ReasonBERT: Pre-trained to Reason with Distant Supervision. EMNLP (1) 2021: 6112-6127 - [c32]Eugene Jeong, Anna K. Person, Joanna L. Stollings, Yu Su, Lang Li, You Chen:
Detecting Drug-Drug Interactions in COVID-19 Patients. MedInfo 2021: 330-334 - [c31]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: 2810-2823 - [c30]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: 3477-3488 - [i17]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 abs/2106.01586 (2021) - [i16]Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun:
ReasonBERT: Pre-trained to Reason with Distant Supervision. CoRR abs/2109.04912 (2021) - [i15]Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su:
Compositional Generalization for Natural Language Interfaces to Web APIs. CoRR abs/2112.05209 (2021) - 2020
- [j1]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: 556-571 (2020) - [c29]Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang:
Logical Natural Language Generation from Open-Domain Tables. ACL 2020: 7929-7942 - [c28]Bernal Jimenez Gutierrez, Jucheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su:
Document Classification for COVID-19 Literature. EMNLP (Findings) 2020: 3715-3722 - [c27]Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su:
An Imitation Game for Learning Semantic Parsers from User Interaction. EMNLP (1) 2020: 6883-6902 - [c26]Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang:
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. EMNLP (1) 2020: 8635-8648 - [i14]Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang:
Logical Natural Language Generation from Open-Domain Tables. CoRR abs/2004.10404 (2020) - [i13]Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su:
An Imitation Game for Learning Semantic Parsers from User Interaction. CoRR abs/2005.00689 (2020) - [i12]Bernal Jiménez Gutiérrez, Juncheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su:
Document Classification for COVID-19 Literature. CoRR abs/2006.13816 (2020) - [i11]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 abs/2009.11423 (2020) - [i10]Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang:
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. CoRR abs/2010.02307 (2020) - [i9]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 abs/2011.07743 (2020)
2010 – 2019
- 2019
- [c25]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: 8965-8972 - [c24]Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su:
Global Textual Relation Embedding for Relational Understanding. ACL (1) 2019: 1324-1330 - [c23]Hikmet Yildiz, Yu Su, Anatoly Khina, Babak Hassibi:
Event-Triggered Stochastic Control via Constrained Quantization. DCC 2019: 612 - [c22]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: 5446-5457 - [c21]Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan:
HierCon: Hierarchical Organization of Technical Documents Based on Concepts. ICDM 2019: 379-388 - [c20]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: 3487-3497 - [i8]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 abs/1902.10339 (2019) - [i7]Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su:
Global Textual Relation Embedding for Relational Understanding. CoRR abs/1906.00550 (2019) - [i6]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 abs/1910.05389 (2019) - 2018
- [b1]Yu Su:
Towards Democratizing Data Science with Natural Language Interfaces. University of California, Santa Barbara, USA, 2018 - [c19]Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan:
DialSQL: Dialogue Based Structured Query Generation. ACL (1) 2018: 1339-1349 - [c18]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: 414-424 - [c17]Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan:
What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL. EMNLP 2018: 1702-1711 - [c16]Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan:
Concept Mining via Embedding. ICDM 2018: 267-276 - [c15]Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan:
Global Relation Embedding for Relation Extraction. NAACL-HLT 2018: 820-830 - [c14]Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan:
Unsupervised Neural Categorization for Scientific Publications. SDM 2018: 37-45 - [c13]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: 855-864 - [c12]Xiang Ren, Craig A. Knoblock, William Yang Wang, Yu Su:
First Workshop on Knowledge Base Construction, Mining and Reasoning. WSDM 2018: 793-794 - [i5]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 abs/1808.06244 (2018) - [i4]Anatoly Khina, Yorie Nakahira, Yu Su, Hikmet Yildiz, Babak Hassibi:
Algorithms for Optimal Control with Fixed-Rate Feedback. CoRR abs/1809.04917 (2018) - [i3]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 abs/1811.02765 (2018) - 2017
- [c11]Anatoly Khina, Yorie Nakahira, Yu Su, Babak Hassibi:
Algorithms for optimal control with fixed-rate feedback. CDC 2017: 6015-6020 - [c10]Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, Mark J. Encarnación:
Building Natural Language Interfaces to Web APIs. CIKM 2017: 177-186 - [c9]Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan:
Recovering Question Answering Errors via Query Revision. EMNLP 2017: 903-909 - [c8]Yu Su, Xifeng Yan:
Cross-domain Semantic Parsing via Paraphrasing. EMNLP 2017: 1235-1246 - [c7]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: 1276-1282 - [i2]Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan:
Global Relation Embedding for Relation Extraction. CoRR abs/1704.05958 (2017) - [i1]Yu Su, Xifeng Yan:
Cross-domain Semantic Parsing via Paraphrasing. CoRR abs/1704.05974 (2017) - 2016
- [c6]Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan:
Improving Semantic Parsing via Answer Type Inference. EMNLP 2016: 149-159 - [c5]Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan:
On Generating Characteristic-rich Question Sets for QA Evaluation. EMNLP 2016: 562-572 - [c4]Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan:
A Fast Kernel for Attributed Graphs. SDM 2016: 486-494 - [c3]Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan:
Table Cell Search for Question Answering. WWW 2016: 771-782 - 2015
- [c2]Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan:
Exploiting Relevance Feedback in Knowledge Graph Search. KDD 2015: 1135-1144 - 2013
- [c1]Zengbin Zhang, Lin Zhou, Xiaohan Zhao, Gang Wang, Yu Su, Miriam J. Metzger, Haitao Zheng, Ben Y. Zhao:
On the validity of geosocial mobility traces. HotNets 2013: 11:1-11:7
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-18 21:44 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
