Yu Su

198 papers A* 46A 6B 3Misc 1Journal 105Unranked 36
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous Continual Learning of Computer-Use Agents for Environment Adaptation.
CoRR
Tianci Xue, Zeyi Liao, Tianneng Shi, Zilu Wang, Kai Zhang, Dawn Song, Yu Su, Huan Sun
2026 J jnl
CUBE: A Standard for Unifying Agent Benchmarks.
CoRR
Alexandre Lacoste, Nicolas Gontier, Oleh Shliazhko, Aman Jaiswal, Kusha Sareen, Shailesh Nanisetty, Joan Cabezas, Manuel Del Verme, Omar G. Younis, Simone Baratta, Matteo Avalle, Imene Kerboua, Xing Han Lù, Elron Bandel, Michal Shmueli-Scheuer, Asaf Yehudai, Leshem Choshen, Jonathan Lebensold, Sean Hughes, Massimo Caccia, Alexandre Drouin, Siva Reddy, Tao Yu, Yu Su, Graham Neubig, Dawn Song
2026 J jnl
REMem: Reasoning with Episodic Memory in Language Agent.
CoRR
Yiheng Shu, Saisri Padmaja Jonnalagedda, Xiang Gao, Bernal Jiménez Gutiérrez, Weijian Qi, Kamalika Das, Huan Sun, Yu Su
2026 J jnl
When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents.
CoRR
Jaylen Jones, Zhehao Zhang, Yuting Ning, Eric Fosler-Lussier, Pierre-Luc St-Charles, Yoshua Bengio, Dawn Song, Yu Su, Huan Sun
2025 J jnl
ARM: Adaptive Reasoning Model.
CoRR
Siye Wu, Jian Xie, Yikai Zhang, Aili Chen, Kai Zhang, Yu Su, Yanghua Xiao
2025 J jnl
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.
CoRR
Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu
2025 J jnl
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents.
CoRR
Yueqi Song, Ketan Ramaneti, Zaid Sheikh, Ziru Chen, Boyu Gou, Tianbao Xie, Yiheng Xu, Danyang Zhang, Apurva Gandhi, Fan Yang, Joseph Liu, Tianyue Ou, Zhihao Yuan, Frank Xu, Shuyan Zhou, Xingyao Wang, Xiang Yue, Tao Yu, Huan Sun, Yu Su, Graham Neubig
2025 J jnl
Agent Learning via Early Experience.
CoRR
Kai Zhang, Xiangchao Chen, Bo Liu, Tianci Xue, Zeyi Liao, Zhihan Liu, Xiyao Wang, Yuting Ning, Zhaorun Chen, Xiaohan Fu, Jian Xie, Yuxuan Sun, Boyu Gou, Qi Qi, Zihang Meng, Jianwei Yang, Ning Zhang, Xian Li, Ashish Shah, Dat Huynh, Hengduo Li, Zi Yang, Sara Cao, Lawrence Jang, Shuyan Zhou, Jiacheng Zhu, Huan Sun, Jason Weston, Yu Su, Yifan Wu
2025 J jnl
An Illusion of Progress? Assessing the Current State of Web Agents.
CoRR
Tianci Xue, Weijian Qi, Tianneng Shi, Chan Hee Song, Boyu Gou, Dawn Song, Huan Sun, Yu Su
2025 A* conf
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers.
ICLR
Shijie Chen, Bernal Jimenez Gutierrez, Yu Su
2025 J jnl
BioCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models.
CoRR
Ziheng Zhang, Xinyue Ma, Arpita Chowdhury, Elizabeth G. Campolongo, Matthew J. Thompson, Net Zhang, Samuel Stevens, Hilmar Lapp, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao, Jianyang Gu
2025 J jnl
BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning.
CoRR
Jianyang Gu, Samuel Stevens, Elizabeth G. Campolongo, Matthew J. Thompson, Net Zhang, Jiaman Wu, Andrei Kopanev, Zheda Mai, Alexander E. White, James P. Balhoff, Wasila M. Dahdul, Daniel I. Rubenstein, Hilmar Lapp, Tanya Y. Berger-Wolf, Wei-Lun Chao, Yu Su
2025 — conf
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents.
ACL (1)
Rui Qiu, Shijie Chen, Yu Su, Po-Yin Yen, Han-Wei Shen
2025 J jnl
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents.
CoRR
Rui Qiu, Shijie Chen, Yu Su, Po-Yin Yen, Han-Wei Shen
2025 — conf
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents.
ACL (Findings)
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Hassan Awadallah
2025 J jnl
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents.
CoRR
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
2025 A* conf
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation.
CVPR
Ziheng Zhang, Jianyang Gu, Arpita Chowdhury, Zheda Mai, David Carlyn, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 J jnl
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation.
CoRR
Ziheng Zhang, Jianyang Gu, Arpita Chowdhury, Zheda Mai, David Carlyn, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 A* conf
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.
ICML
Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su
2025 J jnl
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.
CoRR
Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su
2025 J jnl
GeoAnalystBench : A GeoAI Benchmark for Assessing Large Language Models for Spatial Analysis Workflow and Code Generation.
Trans. GIS
Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun
2025 J jnl
GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation.
CoRR
Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun
2025 J jnl
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation.
CoRR
Sayash Kapoor, Benedikt Stroebl, Peter Kirgis, Nitya Nadgir, Zachary S. Siegel, Boyi Wei, Tianci Xue, Ziru Chen, Felix Chen, Saiteja Utpala, Franck Ndzomga, Dheeraj Oruganty, Sophie Luskin, Kangheng Liu, Botao Yu, Amit Arora, Dongyoon Hahm, Harsh Trivedi, Huan Sun, Juyong Lee, Tengjun Jin, Yifan Mai, Yifei Zhou, Yuxuan Zhu, Rishi Bommasani, Daniel Kang, Dawn Song, Peter Henderson, Yu Su, Percy Liang, Arvind Narayanan
2025 J jnl
Is Extending Modality The Right Path Towards Omni-Modality?
CoRR
Tinghui Zhu, Kai Zhang, Muhao Chen, Yu Su
2025 J jnl
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.
Trans. Mach. Learn. Res.
Yu Gu, Kai Zhang, Yuting Ning, Boyuan Zheng, Boyu Gou, Tianci Xue, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su
2025 — conf
MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools.
NAACL (Long Papers)
Nishant Subramani, Jason Eisner, Justin Svegliato, Benjamin Van Durme, Yu Su, Sam Thomson
2025 J jnl
MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools.
CoRR
Nishant Subramani, Jason Eisner, Justin Svegliato, Benjamin Van Durme, Yu Su, Sam Thomson
2025 — conf
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.
ACL (1)
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
2025 J jnl
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge.
CoRR
Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jiménez Gutiérrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, Tianshu Zhang, Jian Xie, Yifei Li, Tianci Xue, Zeyi Liao, Kai Zhang, Boyuan Zheng, Zhaowei Cai, Viktor Rozgic, Morteza Ziyadi, Huan Sun, Yu Su
2025 A* conf
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.
ICLR
Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su
2025 J jnl
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective.
CoRR
Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Yujun Zhou, Yanbo Wang, Jiayi Ye, Jiawen Shi, Qihui Zhang, Yuan Li, Han Bao, Zhaoyi Liu, Tianrui Guan, Dongping Chen, Ruoxi Chen, Kehan Guo, Andy Zou, Bryan Hooi Kuen-Yew, Caiming Xiong, Elias Stengel-Eskin, Hongyang Zhang, Hongzhi Yin, Huan Zhang, Huaxiu Yao, Jaehong Yoon, Jieyu Zhang, Kai Shu, Kaijie Zhu, Ranjay Krishna, Swabha Swayamdipta, Taiwei Shi, Weijia Shi, Xiang Li, Yiwei Li, Yuexing Hao, Zhihao Jia, Zhize Li, Xiuying Chen, Zhengzhong Tu, Xiyang Hu, Tianyi Zhou, Jieyu Zhao, Lichao Sun, Furong Huang, Or Cohen Sasson, Prasanna Sattigeri, Anka Reuel, Max Lamparth, Yue Zhao, Nouha Dziri, Yu Su, Huan Sun, Heng Ji, Chaowei Xiao, Mohit Bansal, Nitesh V. Chawla, Jian Pei, Jianfeng Gao, Michael Backes, Philip S. Yu, Neil Zhenqiang Gong, Pin-Yu Chen, Bo Li, Xiangliang Zhang
2025 J jnl
Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis.
CoRR
Arpita Chowdhury, Dipanjyoti Paul, Zheda Mai, Jianyang Gu, Ziheng Zhang, Kazi Sajeed Mehrab, Elizabeth G. Campolongo, Daniel I. Rubenstein, Charles V. Stewart, Anuj Karpatne, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 A* conf
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis.
CVPR
Arpita Chowdhury, Dipanjyoti Paul, Zheda Mai, Jianyang Gu, Ziheng Zhang, Kazi Sajeed Mehrab, Elizabeth G. Campolongo, Daniel I. Rubenstein, Charles V. Stewart, Anuj Karpatne, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 J jnl
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments.
CoRR
Zeyi Liao, Jaylen Jones, Linxi Jiang, Eric Fosler-Lussier, Yu Su, Zhiqiang Lin, Huan Sun
2025 A* conf
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics.
CVPR
Chan Hee Song, Valts Blukis, Jonathan Tremblay, Stephen Tyree, Yu Su, Stan Birchfield
2025 A* conf
SafeScientist: Enhancing AI Scientist Safety for Risk-Aware Scientific Discovery.
EMNLP
Kunlun Zhu, Jiaxun Zhang, Ziheng Qi, Nuoxing Shang, Zijia Liu, Peixuan Han, Yu Su, Haofei Yu, Jiaxuan You
2025 J jnl
SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents.
CoRR
Kunlun Zhu, Jiaxun Zhang, Ziheng Qi, Nuoxing Shang, Zijia Liu, Peixuan Han, Yu Su, Haofei Yu, Jiaxuan You
2025 A* conf
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
ICLR
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
2025 J jnl
SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills.
CoRR
Boyuan Zheng, Michael Y. Fatemi, Xiaolong Jin, Zora Zhiruo Wang, Apurva Gandhi, Yueqi Song, Yu Gu, Jayanth Srinivasa, Gaowen Liu, Graham Neubig, Yu Su
2025 J jnl
Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models.
CoRR
Samuel Stevens, Wei-Lun Chao, Tanya Y. Berger-Wolf, Yu Su
2025 J jnl
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation.
CoRR
Zhenyang Feng, Zihe Wang, Saul Ibaven Bueno, Tomasz Frelek, Advikaa Ramesh, Jingyan Bai, Lemeng Wang, Zanming Huang, Jianyang Gu, Jinsu Yoo, Tai-Yu Pan, Arpita Chowdhury, Michelle Ramirez, Elizabeth G. Campolongo, Matthew J. Thompson, Christopher G. Lawrence, Sydne Record, Neil Rosser, Anuj Karpatne, Daniel I. Rubenstein, Hilmar Lapp, Charles V. Stewart, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 J jnl
Towards Open-Ended Visual Scientific Discovery with Sparse Autoencoders.
CoRR
Samuel Stevens, Jacob Beattie, Tanya Y. Berger-Wolf, Yu Su
2025 J jnl
Towards Understanding Graphical Perception in Large Multimodal Models.
CoRR
Kai Zhang, Jianwei Yang, Jeevana Priya Inala, Chandan Singh, Jianfeng Gao, Yu Su, Chenglong Wang
2025 A* conf
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents.
ICLR
Xiao Liu, Tianjie Zhang, Yu Gu, Iat Long Iong, Xixuan Song, Yifan Xu, Shudan Zhang, Hanyu Lai, 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
2025 J jnl
WebGuard: Building a Generalizable Guardrail for Web Agents.
CoRR
Boyuan Zheng, Zeyi Liao, Scott Salisbury, Zeyuan Liu, Michael Lin, Qinyuan Zheng, Zifan Wang, Xiang Deng, Dawn Song, Huan Sun, Yu Su
2024 A* conf
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis.
ICLR
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
2024 J jnl
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents.
CoRR
Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun
2024 A* conf
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts.
ICLR
Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su
2024 A* conf
AgentBench: Evaluating LLMs as Agents.
ICLR
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
2024 J jnl
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers.
CoRR
Shijie Chen, Bernal Jiménez Gutiérrez, Yu Su
2024 A* conf
BioCLIP: A Vision Foundation Model for the Tree of Life.
CVPR
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
2024 J jnl
Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs.
CoRR
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
2024 J jnl
Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning.
CoRR
Tinghui Zhu, Kai Zhang, Jian Xie, Yu Su
2024 J jnl
Discovering clinical drug-drug interactions with known pharmacokinetics mechanisms using spontaneous reporting systems and electronic health records.
J. Biomed. Informatics
Eugene Jeong, Yu Su, Lang Li, You Chen
2024 A* conf
Dual-View Visual Contextualization for Web Navigation.
CVPR
Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao
2024 J jnl
Dual-View Visual Contextualization for Web Navigation.
CoRR
Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao
2024 A* conf
Fine-Tuning is Fine, if Calibrated.
NeurIPS
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
2024 J jnl
Fine-Tuning is Fine, if Calibrated.
CoRR
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
2024 A* conf
GPT-4V(ision) is a Generalist Web Agent, if Grounded.
ICML
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
2024 J jnl
GPT-4V(ision) is a Generalist Web Agent, if Grounded.
CoRR
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
2024 J jnl
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization.
CoRR
Boshi Wang, Xiang Yue, Yu Su, Huan Sun
2024 A* conf
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization.
NeurIPS
Boshi Wang, Xiang Yue, Yu Su, Huan Sun
2024 A* conf
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.
NeurIPS
Bernal Jimenez Gutierrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su
2024 J jnl
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.
CoRR
Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su
2024 J jnl
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.
CoRR
Yu Gu, Boyuan Zheng, Boyu Gou, Kai Zhang, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su
2024 — conf
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error.
ACL (1)
Boshi Wang, Hao Fang, Jason Eisner, Benjamin Van Durme, Yu Su
2024 J jnl
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error.
CoRR
Boshi Wang, Hao Fang, Jason Eisner, Benjamin Van Durme, Yu Su
2024 — conf
Language Agents: Foundations, Prospects, and Risks.
EMNLP (Tutorial Abstracts)
Yu Su, Diyi Yang, Shunyu Yao, Tao Yu
2024 A* conf
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.
ICLR
Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
2024 J jnl
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.
CoRR
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
2024 A* conf
MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.
CVPR
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
2024 A* conf
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following.
ICLR
Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin
2024 A* conf
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.
ICML
Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang
2024 J jnl
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.
CoRR
Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang
2024 A* conf
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments.
EMNLP
Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su
2024 J jnl
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments.
CoRR
Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su
2024 J jnl
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.
CoRR
Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su
2024 A conf
Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs.
CIKM
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
2024 J jnl
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics.
CoRR
Chan Hee Song, Valts Blukis, Jonathan Tremblay, Stephen Tyree, Yu Su, Stan Birchfield
2024 J jnl
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
CoRR
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
2024 A* conf
TravelPlanner: A Benchmark for Real-World Planning with Language Agents.
ICML
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
2024 J jnl
TravelPlanner: A Benchmark for Real-World Planning with Language Agents.
CoRR
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
2024 A* conf
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images.
NeurIPS
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
2024 J jnl
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images.
CoRR
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
2024 J jnl
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents.
CoRR
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
2024 — conf
WebOlympus: An Open Platform for Web Agents on Live Websites.
EMNLP (System Demonstrations)
Boyuan Zheng, Boyu Gou, Scott Salisbury, Zheng Du, Huan Sun, Yu Su
2024 — conf
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator.
ACL (1)
Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun
2024 J jnl
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator.
CoRR
Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun
2023 A conf
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction.
CIKM
Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su
2023 J jnl
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis.
CoRR
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
2023 J jnl
Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes.
CoRR
Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su
2023 J jnl
AgentBench: Evaluating LLMs as Agents.
CoRR
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
2023 — conf
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors.
ACL (Findings)
Kai Zhang, Bernal Jimenez Gutierrez, Yu Su
2023 J jnl
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors.
CoRR
Kai Zhang, Bernal Jiménez Gutiérrez, Yu Su
2023 — conf
Automatic Evaluation of Attribution by Large Language Models.
EMNLP (Findings)
Xiang Yue, Boshi Wang, Ziru Chen, Kai Zhang, Yu Su, Huan Sun
2023 J jnl
Automatic Evaluation of Attribution by Large Language Models.
CoRR
Xiang Yue, Boshi Wang, Kai Zhang, Ziru Chen, Yu Su, Huan Sun
2023 J jnl
BIOCLIP: A Vision Foundation Model for the Tree of Life.
CoRR
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
2023 — conf
Biomedical Language Models are Robust to Sub-optimal Tokenization.
BioNLP@ACL
Bernal Jimenez Gutierrez, Huan Sun, Yu Su
2023 J jnl
Biomedical Language Models are Robust to Sub-optimal Tokenization.
CoRR
Bernal Jiménez Gutiérrez, Huan Sun, Yu Su
2023 — conf
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments.
ACL (1)
Yu Gu, Xiang Deng, Yu Su
2023 — conf
Error Detection for Text-to-SQL Semantic Parsing.
EMNLP (Findings)
Shijie Chen, Ziru Chen, Huan Sun, Yu Su
2023 J jnl
Error Detection for Text-to-SQL Semantic Parsing.
CoRR
Shijie Chen, Ziru Chen, Huan Sun, Yu Su
2023 — conf
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows.
GeoAI@SIGSPATIAL
Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber
2023 J jnl
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows.
CoRR
Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber
2023 — conf
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms.
ACL (1)
Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun
2023 J jnl
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms.
CoRR
Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun
2023 J jnl
Few-shot In-context Learning for Knowledge Base Question Answering.
CoRR
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen
2023 — conf
Few-shot In-context Learning on Knowledge Base Question Answering.
ACL (1)
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen
2023 A* conf
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data.
NeurIPS
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
2023 J jnl
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data.
CoRR
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
2023 A* conf
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models.
ICCV
Chan Hee Song, Brian M. Sadler, Jiaman Wu, Wei-Lun Chao, Clayton Washington, Yu Su
2023 J jnl
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.
CoRR
Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
2023 J jnl
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.
CoRR
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
2023 J jnl
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following.
CoRR
Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin
2023 A* conf
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing.
NeurIPS
Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su
2023 J jnl
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing.
CoRR
Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su
2023 J jnl
Memorization for Good: Encryption with Autoregressive Language Models.
CoRR
Samuel Stevens, Yu Su
2023 A* conf
Mind2Web: Towards a Generalist Agent for the Web.
NeurIPS
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su
2023 J jnl
Mind2Web: Towards a Generalist Agent for the Web.
CoRR
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su
2023 J jnl
Multimodal Question Answering for Unified Information Extraction.
CoRR
Yuxuan Sun, Kai Zhang, Yu Su
2023 — conf
Privacy-Preserving Domain Adaptation of Semantic Parsers.
ACL (1)
Fatemehsadat Mireshghallah, Yu Su, Tatsunori Hashimoto, Jason Eisner, Richard Shin
2023 B conf
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.
SIGDIAL
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
2023 J jnl
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.
CoRR
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
2023 — conf
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion.
EMNLP (Findings)
Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Wah Fung, Yu Su, Olivier Bodenreider
2023 J jnl
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion.
CoRR
Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Wah Fung, Yu Su, Olivier Bodenreider
2023 — conf
Text-to-SQL Error Correction with Language Models of Code.
ACL (2)
Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun
2023 J jnl
Text-to-SQL Error Correction with Language Models of Code.
CoRR
Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun
2022 J jnl
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction.
CoRR
Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su
2022 B conf
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering.
COLING
Yu Gu, Yu Su
2022 J jnl
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering.
CoRR
Yu Gu, Yu Su
2022 J jnl
Bootstrapping a User-Centered Task-Oriented Dialogue System.
CoRR
Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
2022 — conf
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion.
ACL (1)
Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios
2022 J jnl
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments.
CoRR
Yu Gu, Xiang Deng, Yu Su
2022 — conf
Knowledge Base Question Answering: A Semantic Parsing Perspective.
AKBC
Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su
2022 J jnl
Knowledge Base Question Answering: A Semantic Parsing Perspective.
CoRR
Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su
2022 J jnl
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models.
CoRR
Chan Hee Song, Jiaman Wu, Clayton Washington, Brian M. Sadler, Wei-Lun Chao, Yu Su
2022 A* conf
One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones.
CVPR
Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su
2022 J jnl
One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones.
CoRR
Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su
2022 J jnl
Privacy-Preserving Domain Adaptation of Semantic Parsers.
CoRR
Fatemehsadat Mireshghallah, Richard Shin, Yu Su, Tatsunori Hashimoto, Jason Eisner
2022 — conf
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again.
EMNLP (Findings)
Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su
2022 J jnl
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again.
CoRR
Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su
2022 A* conf
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems.
EMNLP
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su
2022 J jnl
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems.
CoRR
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su
2021 — conf
A Systematic Investigation of KB-Text Embedding Alignment at Scale.
ACL/IJCNLP (1)
Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su
2021 J jnl
A Systematic Investigation of KB-Text Embedding Alignment at Scale.
CoRR
Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su
2021 — conf
An Investigation of Language Model Interpretability via Sentence Editing.
BlackboxNLP@EMNLP
Samuel Stevens, Yu Su
2021 A* conf
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases.
WWW
Yu Gu, Sue Kase, Michelle Vanni, Brian M. Sadler, Percy Liang, Xifeng Yan, Yu Su
2021 J jnl
Compositional Generalization for Natural Language Interfaces to Web APIs.
CoRR
Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su
2021 — conf
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention.
NAACL-HLT
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas
2021 — conf
Detecting Drug-Drug Interactions in COVID-19 Patients.
MedInfo
Eugene Jeong, Anna K. Person, Joanna L. Stollings, Yu Su, Lang Li, You Chen
2021 — conf
ReasonBERT: Pre-trained to Reason with Distant Supervision.
EMNLP (1)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
2021 J jnl
ReasonBERT: Pre-trained to Reason with Distant Supervision.
CoRR
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
2020 — conf
An Imitation Game for Learning Semantic Parsers from User Interaction.
EMNLP (1)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
2020 J jnl
An Imitation Game for Learning Semantic Parsers from User Interaction.
CoRR
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
2020 J jnl
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases.
CoRR
Yu Gu, Sue Kase, Michelle Vanni, Brian M. Sadler, Percy Liang, Xifeng Yan, Yu Su
2020 — conf
Document Classification for COVID-19 Literature.
EMNLP (Findings)
Bernal Jimenez Gutierrez, Jucheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su
2020 J jnl
Document Classification for COVID-19 Literature.
CoRR
Bernal Jiménez Gutiérrez, Juncheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su
2020 — conf
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation.
EMNLP (1)
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang
2020 J jnl
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation.
CoRR
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang
2020 A* conf
Logical Natural Language Generation from Open-Domain Tables.
ACL
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang
2020 J jnl
Logical Natural Language Generation from Open-Domain Tables.
CoRR
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang
2020 J jnl
Task-Oriented Dialogue as Dataflow Synthesis.
CoRR
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
2020 J jnl
Task-Oriented Dialogue as Dataflow Synthesis.
Trans. Assoc. Comput. Linguistics
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
2020 J jnl
Understanding How BERT Learns to Identify Edits.
CoRR
Samuel Stevens, Yu Su
2019 B conf
Event-Triggered Stochastic Control via Constrained Quantization.
DCC
Hikmet Yildiz, Yu Su, Anatoly Khina, Babak Hassibi
2019 — conf
Global Textual Relation Embedding for Relational Understanding.
ACL (1)
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su
2019 J jnl
Global Textual Relation Embedding for Relational Understanding.
CoRR
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su
2019 A* conf
HierCon: Hierarchical Organization of Technical Documents Based on Concepts.
ICDM
Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan
2019 — conf
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.
NAACL-HLT (1)
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang
2019 J jnl
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.
CoRR
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang
2019 A* conf
Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning.
AAAI
Xin Wang, Jiawei Wu, Da Zhang, Yu Su, William Yang Wang
2019 — conf
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study.
EMNLP/IJCNLP (1)
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
2019 J jnl
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study.
CoRR
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
2018 J jnl
Algorithms for Optimal Control with Fixed-Rate Feedback.
CoRR
Anatoly Khina, Yorie Nakahira, Yu Su, Hikmet Yildiz, Babak Hassibi
2018 A* conf
Concept Mining via Embedding.
ICDM
Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan
2018 — conf
DialSQL: Dialogue Based Structured Query Generation.
ACL (1)
Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan
2018 A conf
First Workshop on Knowledge Base Construction, Mining and Reasoning.
WSDM
Xiang Ren, Craig A. Knoblock, William Yang Wang, Yu Su
2018 — conf
Global Relation Embedding for Relation Extraction.
NAACL-HLT
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
2018 J jnl
Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning.
CoRR
Xin Wang, Jiawei Wu, Da Zhang, Yu Su, William Yang Wang
2018 A* conf
Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs.
SIGIR
Yu Su, Ahmed Hassan Awadallah, Miaosen Wang, Ryen W. White
2018 — —
Towards Democratizing Data Science with Natural Language Interfaces.
Yu Su
2018 A conf
Unsupervised Neural Categorization for Scientific Publications.
SDM
Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan
2018 A* conf
What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL.
EMNLP
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
2018 A* conf
XL-NBT: A Cross-lingual Neural Belief Tracking Framework.
EMNLP
Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang
2018 J jnl
XL-NBT: A Cross-lingual Neural Belief Tracking Framework.
CoRR
Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang
2017 — conf
Algorithms for optimal control with fixed-rate feedback.
CDC
Anatoly Khina, Yorie Nakahira, Yu Su, Babak Hassibi
2017 A* conf
An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective.
EMNLP
Jie Zhao, Yu Su, Ziyu Guan, Huan Sun
2017 A conf
Building Natural Language Interfaces to Web APIs.
CIKM
Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, Mark J. Encarnación
2017 A* conf
Cross-domain Semantic Parsing via Paraphrasing.
EMNLP
Yu Su, Xifeng Yan
2017 J jnl
Cross-domain Semantic Parsing via Paraphrasing.
CoRR
Yu Su, Xifeng Yan
2017 J jnl
Global Relation Embedding for Relation Extraction.
CoRR
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
2017 A* conf
Recovering Question Answering Errors via Query Revision.
EMNLP
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
2016 A conf
A Fast Kernel for Attributed Graphs.
SDM
Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan
2016 A* conf
Improving Semantic Parsing via Answer Type Inference.
EMNLP
Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan
2016 A* conf
On Generating Characteristic-rich Question Sets for QA Evaluation.
EMNLP
Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan
2016 A* conf
Table Cell Search for Question Answering.
WWW
Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan
2015 A* conf
Exploiting Relevance Feedback in Knowledge Graph Search.
KDD
Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan
2013 Misc conf
On the validity of geosocial mobility traces.
HotNets
Zengbin Zhang, Lin Zhou, Xiaohan Zhao, Gang Wang, Yu Su, Miriam J. Metzger, Haitao Zheng, Ben Y. Zhao