百晓学者学者目录

于涛

副研究员、助理研究员，清华大学

精选作品

期刊论文

2026

数字面阵三维投影的全局缺陷检测可视化方法

谢伟佳，郭丽丽，于涛，郭俊男，林雪竹

《光学学报》

2026

采用自适应背景滤波的距离徙动算法毫米波成像（英文）

程志华，周冉，王猛，于涛，王玉兰，姚建铨

《红外与毫米波学报》

2026

基于颜色特征融合与边缘特征增强的伪装目标识别方法（特邀）

孙帮勇，常子璇，郑元林，刘佳，王雪霁，于涛，胡炳樑

《激光与光电子学进展》

2026

数字面阵3D投影系统标示定位方法

于涛，郭丽丽，谢伟佳，郭俊男，林雪竹

《红外与激光工程》

2026

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows

Tianyang Liu, Canwen Xu, Fangyu Lei, Nikki Lijing Kuang, Ji-Xuan Chen, Tao Yu, Julian J. McAuley, Zhe-Wei Yao, Yuxiong He

arXiv.org

DOI

2025

基于轻量化RT-DETR的PCB缺陷检测算法

李鹏，余珺泽，于涛，张立豪

《计算机工程与设计》

DOI

2024

地方资产管理公司发展的现状、挑战与对策

于涛

《清华金融评论》，No. 9

下载原文

2024

融入小生境和混合变异策略的鲸鱼优化算法

于涛，高岳林

《计算机工程与应用》

2024

基于深度学习图像特征的动态环境视觉SLAM方法

刘冬，于涛，丛明，杜宇

《华中科技大学学报(自然科学版)》

2024

EvoR: Evolving Retrieval for Code Generation

Hongjin Su, Shuyang Jiang, Yuhang Lai, Haoyuan Wu, Boao Shi, Che Liu, Qian Liu, Tao Yu

Conference on Empirical Methods in Natural Language Processing

DOI

2024

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Ruisheng Cao, Ji-Xuan Chen, Zhoujun Cheng, T. Hua, Fangyu Lei, Xiao-Chuan Li, Yitao Liu, S. Savarese, Dongchan Shin, Tian-Bao Xie, Caiming Xiong, Yiheng Xu, Tao Yu, Danyang Zhang, Siheng Zhao, Victor Zhong, Shu-Yan Zhou

Advances in Neural Information Processing Systems 37

DOI

2024

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Ruisheng Cao, Ji-Xuan Chen, Lu Chen, Yeqiao Fu, Hongcheng Gao, Wenjing Hu, Fangyu Lei, Qian Liu, Yuchen Mao, Ansong Ni, Ruoxi Sun, Sida Wang, Haoyuan Wu, Tian-Bao Xie, Caiming Xiong, Xin-Zhuang Xiong, Hong-Shen Xu, Pengcheng Yin, Kai Yu, Tao Yu, Danyang Zhang, Han-Chong Zhang, Victor Zhong

Advances in Neural Information Processing Systems 37

DOI

2024

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Fangyu Lei, Fangyu Lei, Ji-Xuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin Su, Zhaoqing Suo, Hongcheng Gao, Hongcheng Gao, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida Wang, Tao Yu

International Conference on Learning Representations

DOI

2024

Yi: Open Foundation Models by 01.AI

Alex Young, Bei Chen, Chao Li, Chen-Gen Huang, Ge Zhang, Guan-Wei Zhang, Heng Li, Jiangcheng Zhu, Jianqun Chen, Jingwen Chang, Kai-Dong Yu, Peng Liu, Qiang Liu, Shawn Yue, Sen-Bin Yang, Shi-Ming Yang, Tao Yu, Wen Xie, Wen-Hao Huang, Xiao-Hui Hu, Xiao-Yi Ren, Xin-Yao Niu, Pengcheng Nie, Yu-Chi Xu, Yu-Dong Liu, Yue Wang, Yuxuan Cai, Zhenyu Gu, Zhiyuan Liu, Zong-Hong Dai

arXiv.org

DOI

2023

复杂工业过程特征建模方法及应用研究

乔俊飞，黄卫民，丁海旭，于涛

《控制与决策》

DOI

2023

Lemur: Harmonizing Natural Language and Code for Language Agents

Yiheng Xu, Hongjin Su, Chen Xing, Boyu Mi, Qian Liu, Weijia Shi, Binyuan Hui, Fan Zhou, Yitao Liu, Tianbao Xie, Zhoujun Cheng, Siheng Zhao, Ling-Peng Kong, Bai-Lin Wang, Cai-Ming Xiong, Tao Yu

International Conference on Learning Representations

DOI

2023

Text2Reward: Reward Shaping with Language Models for Reinforcement Learning

Tianbao Xie, Siheng Zhao, Chen Henry Wu, Yitao Liu, Q. Luo, Victor Zhong, Yan-Chao Yang, Tao Yu

International Conference on Learning Representations

2023

OpenAgents: An Open Platform for Language Agents in the Wild

Tianbao Xie, Fan Zhou, Zhoujun Cheng, Peng Shi, Luoxuan Weng, Yitao Liu, T. Hua, Jun Zhao, Qian Liu, Che Liu, Leo Liu, Yiheng Xu, Hongjin Su, Dongchan Shin, Cai-Ming Xiong, Tao Yu

arXiv.org

DOI

2022

疫情以来中国银行业不良资产处置新变化与新对策

罗玉辉，于涛

《清华金融评论》，No. 11

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2022

信用债结构化发行的现状、问题及对策

于涛，陈道富

《清华金融评论》，No. 3

下载原文

2022

Coder Reviewer Reranking for Code Generation

Tianyi Zhang, Tao Yu, Tatsunori B. Hashimoto, M. Lewis, Wen-Tau Yih, Daniel Fried, Sida I. Wang

International Conference on Machine Learning

DOI

2022

One Embedder, Any Task: Instruction-Finetuned Text Embeddings

Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-Tau Yih, Noah A. Smith, Luke Zettlemoyer, Tao Yu

Annual Meeting of the Association for Computational Linguistics

DOI

2022

N-Grammer: Augmenting Transformers with latent n-grams

Aurko Roy, Rohan Anil, Guangda Lai, Benjamin Lee, Jeffrey Zhao, Shuyuan Zhang, Shi-Bo Wang, Ye Zhang, Sheng Wu, Rigel Swavely, Tao Yu, Phuong Q. Dao, C. Fifty, Z. Chen, Yong-Hui Wu

arXiv.org

DOI

2022

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir R. Radev, Cai-Ming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu

Conference on Empirical Methods in Natural Language Processing

DOI

2022

NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries

Yiru Chen, Ryan Li, Austin Mac, Tianbao Xie, Tao Yu, Eugene Wu

arXiv.org

DOI

2022

Selective Annotation Makes Language Models Better Few-Shot Learners

Hongjin Su, Jungo Kasai, Chen Henry Wu, Weijia Shi, Tian-Lu Wang, Jiayi Xin, Rui Zhang, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu

International Conference on Learning Representations

DOI

2022

Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play

Qi Liu, Zihuiwen Ye, Tao Yu, P. Blunsom, Linfeng Song

Conference on Empirical Methods in Natural Language Processing

DOI

2022

DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation

Yuhang Lai, Cheng-Xi Li, Yi-Ming Wang, Tianyi Zhang, Ruiqi Zhong, Luke Zettlemoyer, S. Yih, Daniel Fried, Si-yi Wang, Tao Yu

International Conference on Machine Learning

DOI

2022

Random Laplacian Features for Learning with Hyperbolic Space

Tao Yu, Christopher De Sa

International Conference on Learning Representations

2022

BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning

Junru Chen, Yang Yang, Tao Yu, Yingying Fan, Xiaolong Mo, C. Yang

Knowledge Discovery and Data Mining

DOI

2021

市场化债转股的进展、问题及对策

于涛

《清华金融评论》，No. 5

下载原文DOI

2021

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization

Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chen-Guang Zhu, A. Awadallah, Dragomir R. Radev

Annual Meeting of the Association for Computational Linguistics

DOI

2021

SummerTime: Text Summarization Toolkit for Non-experts

Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, A. Awadallah, Dragomir R. Radev

Conference on Empirical Methods in Natural Language Processing

DOI

2021

Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions

Nai-Hao Deng, Shuaichen Chang, Peng Shi, Tao Yu, Rui Zhang

arXiv.org

2021

Logic-Consistency Text Generation from Semantic Parses

Chang Shu, Yusen Zhang, Xiang-Yu Dong, Peng Shi, Tao Yu, Rui Zhang

Findings

DOI

2021

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization

Ming Zhong, Da Yin, Tao Yu, A. Zaidi, Mutethia Mutuma, Rahul Jha, A. Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev

North American Chapter of the Association for Computational Linguistics

DOI

2021

Testing Cross-Database Semantic Parsers With Canonical Utterances

Heather Lent, Semih Yavuz, Tao Yu, Tong Niu, Ying-Bo Zhou, Dragomir R. Radev, Xi Victoria Lin

EVAL4NLP

DOI

2021

An Exploratory Study on Long Dialogue Summarization: What Works and What's Next

Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chen-Guang Zhu, Budhaditya Deb, Asli Celikyilmaz, A. Awadallah, Dragomir R. Radev

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL

Yusen Zhang, Xiang-Yu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang

arXiv.org

2020

DART: Open-Domain Structured Data Record to Text Generation

Linyong Nan, Dragomir R. Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chia-Hsuan Hsieh, Xiangru Tang, Aadit Vyas, Neha Verma, P. Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, A. Zaidi, Mutethia Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Y. Tan, Xi Victoria Lin, Caiming Xiong, R. Socher, Nazneen Rajani

North American Chapter of the Association for Computational Linguistics

DOI

2020

GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing

Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Y. Tan, Xinyi Yang, Dragomir R. Radev, R. Socher, Caiming Xiong

International Conference on Learning Representations

2020

Proceedings of the First Workshop on Interactive and Executable Semantic Parsing

Yusen Zhang, Xiang-Yu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang, Arvind Karthik Radhakrishnan, Xi Srikantan, Victoria Lin Chien-Sheng, Xi Wu, Bai-Xue Lin, Yi Wang, Xin Tan, Dragomir Yang, Richard Radev, Caiming Socher, Yue-Zhong Xiong, Su-Hui Gu, Michelle Kase, Brian Vanni, P. Sadler, Xi-Feng Liang, Yu-Ze Yan, Su

DOI

2020

Semantic Evaluation for Text-to-SQL with Distilled Test Suite

Ruiqi Zhong, Tao Yu, D. Klein

Conference on Empirical Methods in Natural Language Processing

DOI

2019

传统行业跨境并购重组的产融启示——基于兖州煤业的案例分析

于涛，谭人友

《清华金融评论》，No. 5

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2019

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases

Tao Yu, Rui Zhang, Heyang Er, Su-Yi Li, Eric Xue, B. Pang, Xi Victoria Lin, Y. Tan, Tianze Shi, Zi-Han Li, You-Xuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander R. Fabbri, Zi-Fan Li, Luyao Chen, Y. Zhang, Shreya Dixit, V. Zhang, Caiming Xiong, R. Socher, Walter S. Lasecki, Dragomir R. Radev

Conference on Empirical Methods in Natural Language Processing

DOI

2019

Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions

Rui Zhang, Tao Yu, Heyang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, R. Socher, Dragomir R. Radev

Conference on Empirical Methods in Natural Language Processing

DOI

2019

SParC: Cross-Domain Semantic Parsing in Context

Tao Yu, Rui Zhang, Michihiro Yasunaga, Y. Tan, Xi Victoria Lin, Su-Yi Li, Heyang Er, Irene Z Li, B. Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, V. Zhang, Caiming Xiong, R. Socher, Dragomir R. Radev

Annual Meeting of the Association for Computational Linguistics

DOI

2018

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task

Tao Yu, Michihiro Yasunaga, Kai-Chou Yang, Rui Zhang, Dong-Xu Wang, Zi-Fan Li, Dragomir R. Radev

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Tao Yu, Rui Zhang, Kai-Chou Yang, Michihiro Yasunaga, Dong-Xu Wang, Zi-Fan Li, James Ma, Irene Z Li, Qingning Yao, Shanelle Roman, Zi-Lin Zhang, Dragomir R. Radev

Conference on Empirical Methods in Natural Language Processing

DOI

2018

TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation

Tao Yu, Zi-Fan Li, Zi-Lin Zhang, Rui Zhang, Dragomir R. Radev

North American Chapter of the Association for Computational Linguistics

DOI

2017

Cross-lingual sentiment transfer with limited resources

Mohammad Sadegh Rasooli, Noura Farra, A. Radeva, Tao Yu, K. McKeown

Machine Translation

DOI

2017

Leveraging Sparse and Dense Feature Combinations for Sentiment Classification

Tao Yu, Christopher Hidey, Owen Rambow, K. McKeown

arXiv.org

2016

基于矩阵对角化变换的高阶容积卡尔曼滤波

赵利强，陈坤云，王建林，于涛

《控制与决策》

2016

The Columbia-GWU System at the 2016 TAC KBP BeSt Evaluation

Owen Rambow, Tao Yu, A. Radeva, A. R. Fabbri, Christopher Hidey, Tianrui Peng, K. McKeown, S. Muresan, Sardar Hamidian, Mona T. Diab, Debanjan Ghosh

Text Analysis Conference

2014

基于自适应进化学习的约束多目标粒子群优化算法

王建林，吴佳欢，张超然，赵利强，于涛

《控制与决策》

DOI

2010

基于群能量恒定的粒子群优化算法

王建林，薛尧予，于涛，马江宁

《控制与决策》

DOI

会议论文

2023

Distributed Optimization in Prescribed-Time with Time-Varying Cost Functions

Yong Chen, Fuda Zou, Tao Yu

《第35届中国控制与决策会议论文集（4）》

DOI

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