Yu Su

Orcid: 0000-0002-6649-4766

Affiliations:

Ohio State University, Department of Computer Science and Engineering, Columbus, OH, USA
University of California, Santa Barbara, CA, USA (PhD 2018)
Tsinghua University, China (former)

According to our database¹, Yu Su authored at least 95 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Discovering clinical drug-drug interactions with known pharmacokinetics mechanisms using spontaneous reporting systems and electronic health records.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2024

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.

[BibT_eX]

[DOI]

CoRR, 2024

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.

[BibT_eX]

[DOI]

CoRR, 2024

Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers.

[BibT_eX]

[DOI]

Shijie Chen

Bernal Jiménez Gutiérrez

Yu Su

CoRR, 2024

Fine-Tuning is Fine, if Calibrated.

[BibT_eX]

[DOI]

CoRR, 2024

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.

[BibT_eX]

[DOI]

CoRR, 2024

VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images.

[BibT_eX]

[DOI]

CoRR, 2024

VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents.

[BibT_eX]

[DOI]

CoRR, 2024

Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.

[BibT_eX]

[DOI]

Bernal Jiménez Gutiérrez

CoRR, 2024

A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents.

[BibT_eX]

[DOI]

CoRR, 2024

Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning.

[BibT_eX]

[DOI]

CoRR, 2024

Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2024

GPT-4V(ision) is a Generalist Web Agent, if Grounded.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

TravelPlanner: A Benchmark for Real-World Planning with Language Agents.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

AgentBench: Evaluating LLMs as Agents.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

BioCLIP: A Vision Foundation Model for the Tree of Life.

[BibT_eX]

[DOI]

Samuel Stevens

Jiaman Wu

Matthew J. Thompson

Elizabeth G. Campolongo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Dual-View Visual Contextualization for Web Navigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Multimodal Question Answering for Unified Information Extraction.

[BibT_eX]

[DOI]

Yuxuan Sun

Kai Zhang

Yu Su

CoRR, 2023

Mind2Web: Towards a Generalist Agent for the Web.

[BibT_eX]

[DOI]

CoRR, 2023

Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes.

[BibT_eX]

[DOI]

CoRR, 2023

Memorization for Good: Encryption with Autoregressive Language Models.

[BibT_eX]

[DOI]

Samuel Stevens

Yu Su

CoRR, 2023

Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.

[BibT_eX]

[DOI]

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mind2Web: Towards a Generalist Agent for the Web.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023

Automatic Evaluation of Attribution by Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion.

[BibT_eX]

[DOI]

Bernal Jimenez Gutierrez

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Error Detection for Text-to-SQL Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Retrieve-and-Read Framework for Knowledge Graph Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Biomedical Language Models are Robust to Sub-optimal Tokenization.

[BibT_eX]

[DOI]

Bernal Jimenez Gutierrez

Huan Sun

Yu Su

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors.

[BibT_eX]

[DOI]

Kai Zhang

Bernal Jimenez Gutierrez

Yu Su

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Privacy-Preserving Domain Adaptation of Semantic Parsers.

[BibT_eX]

[DOI]

Fatemehsadat Mireshghallah

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Few-shot In-context Learning on Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments.

[BibT_eX]

[DOI]

Yu Gu

Xiang Deng

Yu Su

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Text-to-SQL Error Correction with Language Models of Code.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Bootstrapping a User-Centered Task-Oriented Dialogue System.

[BibT_eX]

[DOI]

CoRR, 2022

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems.

[BibT_eX]

[DOI]

Elias Stengel-Eskin

Emmanouil Antonios Platanios

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again.

[BibT_eX]

[DOI]

Bernal Jimenez Gutierrez

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Yu Gu

Yu Su

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Knowledge Base Question Answering: A Semantic Parsing Perspective.

[BibT_eX]

[DOI]

Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion.

[BibT_eX]

[DOI]

Chen Zhao

Yu Su

Adam Pauls

Emmanouil Antonios Platanios

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Compositional Generalization for Natural Language Interfaces to Web APIs.

[BibT_eX]

[DOI]

Saghar Hosseini

Ahmed Hassan Awadallah

Yu Su

CoRR, 2021

Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention.

[BibT_eX]

[DOI]

Emmanouil Antonios Platanios

Yu Su

Sam Thomson

Jacob Andreas

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Detecting Drug-Drug Interactions in COVID-19 Patients.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

ReasonBERT: Pre-trained to Reason with Distant Supervision.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

A Systematic Investigation of KB-Text Embedding Alignment at Scale.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Task-Oriented Dialogue as Dataflow Synthesis.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2020

Document Classification for COVID-19 Literature.

[BibT_eX]

[DOI]

Bernal Jiménez Gutiérrez

CoRR, 2020

An Imitation Game for Learning Semantic Parsers from User Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Document Classification for COVID-19 Literature.

[BibT_eX]

[DOI]

Bernal Jimenez Gutierrez

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Logical Natural Language Generation from Open-Domain Tables.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

HierCon: Hierarchical Organization of Technical Documents Based on Concepts.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Event-Triggered Stochastic Control via Constrained Quantization.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2019

Global Textual Relation Embedding for Relational Understanding.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Towards Democratizing Data Science with Natural Language Interfaces.

[BibT_eX]

[DOI]

Yu Su

PhD thesis, 2018

Algorithms for Optimal Control with Fixed-Rate Feedback.

[BibT_eX]

[DOI]

CoRR, 2018

First Workshop on Knowledge Base Construction, Mining and Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs.

[BibT_eX]

[DOI]

Yu Su

Ahmed Hassan Awadallah

Miaosen Wang

Ryen W. White

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Unsupervised Neural Categorization for Scientific Publications.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Global Relation Embedding for Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Concept Mining via Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

XL-NBT: A Cross-lingual Neural Belief Tracking Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

DialSQL: Dialogue Based Structured Query Generation.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Recovering Question Answering Errors via Query Revision.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Cross-domain Semantic Parsing via Paraphrasing.

[BibT_eX]

[DOI]

Yu Su

Xifeng Yan

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Building Natural Language Interfaces to Web APIs.

[BibT_eX]

[DOI]

Yu Su

Ahmed Hassan Awadallah

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Algorithms for optimal control with fixed-rate feedback.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Table Cell Search for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

A Fast Kernel for Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Improving Semantic Parsing via Answer Type Inference.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

On Generating Characteristic-rich Question Sets for QA Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Exploiting Relevance Feedback in Knowledge Graph Search.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2013

On the validity of geosocial mobility traces.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks, 2013

Yu Su

Timeline

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