Ruisheng Cao

50 papers A* 6A 2Misc 1Journal 29Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era.
CoRR
Lei Zhang, Mouxiang Chen, Ruisheng Cao, Jiawei Chen, Fan Zhou, Yiheng Xu, Jiaxi Yang, Zeyao Ma, Liang Chen, Changwei Luo, Kai Zhang, Fan Yan, Kashun Shum, Jiajun Zhang, Zeyu Cui, Feng Hu, Junyang Lin, Binyuan Hui, Min Yang
2026 J jnl
Qwen3-Coder-Next Technical Report.
CoRR
Ruisheng Cao, Mouxiang Chen, Jiawei Chen, Zeyu Cui, Yunlong Feng, Binyuan Hui, Yuheng Jing, Kaixin Li, Mingze Li, Junyang Lin, Zeyao Ma, Kashun Shum, Xuwu Wang, Jinxi Wei, Jiaxi Yang, Jiajun Zhang, Lei Zhang, Zongmeng Zhang, Wenting Zhao, Fan Zhou
2026 J jnl
SWE-Universe: Scale Real-World Verifiable Environments to Millions.
CoRR
Mouxiang Chen, Lei Zhang, Yunlong Feng, Xuwu Wang, Wenting Zhao, Ruisheng Cao, Jiaxi Yang, Jiawei Chen, Mingze Li, Zeyao Ma, Hao Ge, Zongmeng Zhang, Zeyu Cui, Dayiheng Liu, Jingren Zhou, Jianling Sun, Junyang Lin, Binyuan Hui
2025 J jnl
AirQA: A Comprehensive QA Dataset for AI Research with Instance-Level Evaluation.
CoRR
Tiancheng Huang, Ruisheng Cao, Yuxin Zhang, Zhangyi Kang, Zijian Wang, Chenrun Wang, Yijie Luo, Hang Zheng, Lirong Qian, Lu Chen, Kai Yu
2025 — conf
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering.
ACL (1)
Ruisheng Cao, Hanchong Zhang, Tiancheng Huang, Zhangyi Kang, Yuxin Zhang, Liangtai Sun, Hanqi Li, Yuxun Miao, Shuai Fan, Lu Chen, Kai Yu
2025 J jnl
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering.
CoRR
Ruisheng Cao, Hanchong Zhang, Tiancheng Huang, Zhangyi Kang, Yuxin Zhang, Liangtai Sun, Hanqi Li, Yuxun Miao, Shuai Fan, Lu Chen, Kai Yu
2025 J jnl
OpenCUA: Open Foundations for Computer-Use Agents.
CoRR
Xinyuan Wang, Bowen Wang, Dunjie Lu, Junlin Yang, Tianbao Xie, Junli Wang, Jiaqi Deng, Xiaole Guo, Yiheng Xu, Chen Henry Wu, Zhennan Shen, Zhuokai Li, Ryan Li, Xiaochuan Li, Junda Chen, Boyuan Zheng, Peihang Li, Fangyu Lei, Ruisheng Cao, Yeqiao Fu, Dongchan Shin, Martin Shin, Jiarui Hu, Yuyan Wang, Jixuan Chen, Yuxiao Ye, Danyang Zhang, Dikang Du, Hao Hu, Huarong Chen, Zaida Zhou, Haotian Yao, Ziwei Chen, Qizheng Gu, Yipu Wang, Heng Wang, Diyi Yang, Victor Zhong, Flood Sung, Y. Charles, Zhilin Yang, Tao Yu
2025 J jnl
ProgRM: Build Better GUI Agents with Progress Rewards.
CoRR
Danyang Zhang, Situo Zhang, Ziyue Yang, Zichen Zhu, Zihan Zhao, Ruisheng Cao, Lu Chen, Kai Yu
2025 A* conf
Reducing Tool Hallucination via Reliability Alignment.
ICML
Hongshen Xu, Zichen Zhu, Lei Pan, Zihan Wang, Su Zhu, Da Ma, Ruisheng Cao, Lu Chen, Kai Yu
2025 A* conf
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows.
ICLR
Fangyu Lei, Jixuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin Su, Zhaoqing Suo, Hongcheng Gao, Wenjing Hu, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida Wang, Tao Yu
2024 J jnl
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames.
CoRR
Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
2024 Misc conf
A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames.
ICASSP
Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
2024 — conf
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions.
NAACL-HLT
Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu
2024 J jnl
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions.
CoRR
Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu
2024 A conf
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.
WSDM
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
2024 J jnl
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.
CoRR
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
2024 A* conf
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.
NeurIPS
Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu
2024 J jnl
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.
CoRR
Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu
2024 J jnl
Reducing Tool Hallucination via Reliability Alignment.
CoRR
Hongshen Xu, Su Zhu, Zihan Wang, Hang Zheng, Da Ma, Ruisheng Cao, Shuai Fan, Lu Chen, Kai Yu
2024 J jnl
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows.
CoRR
Fangyu Lei, Jixuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin Su, Zhaoqing Suo, Hongcheng Gao, Wenjing Hu, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida I. Wang, Tao Yu
2024 A* conf
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
NeurIPS
Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Wenjing Hu, Yuchen Mao, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida I. Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu
2024 J jnl
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
CoRR
Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu
2023 J jnl
A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL.
IEEE Trans. Pattern Anal. Mach. Intell.
Ruisheng Cao, Lu Chen, Jieyu Li, Hanchong Zhang, Hongshen Xu, Wangyou Zhang, Kai Yu
2023 — conf
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought.
EMNLP (Findings)
Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu
2023 J jnl
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought.
CoRR
Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu
2023 J jnl
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL.
CoRR
Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu
2023 — conf
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset.
ACL (Findings)
Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng, Kai Yu
2023 J jnl
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset.
CoRR
Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng, Kai Yu
2023 — conf
Exploring Schema Generalizability of Text-to-SQL.
ACL (Findings)
Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu
2023 — conf
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling.
ACL (industry)
Sheng Jiang, Su Zhu, Ruisheng Cao, Qingliang Miao, Kai Yu
2022 — conf
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages.
NAACL-HLT
Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu
2022 J jnl
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages.
CoRR
Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu
2021 — conf
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.
ACL/IJCNLP (Findings)
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
2021 J jnl
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.
CoRR
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
2021 — conf
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF.
NLPCC (1)
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
2021 J jnl
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF.
CoRR
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
2021 — conf
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.
ACL/IJCNLP (1)
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu
2021 J jnl
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.
CoRR
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu
2021 — conf
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.
NAACL-HLT
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu
2021 J jnl
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.
CoRR
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu
2020 J jnl
Dual Learning for Semi-Supervised Natural Language Understanding.
CoRR
Su Zhu, Ruisheng Cao, Kai Yu
2020 J jnl
Dual Learning for Semi-Supervised Natural Language Understanding.
IEEE ACM Trans. Audio Speech Lang. Process.
Su Zhu, Ruisheng Cao, Kai Yu
2020 A conf
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.
INTERSPEECH
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu
2020 J jnl
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.
CoRR
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu
2020 A* conf
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks.
ACL
Yanbin Zhao, Lu Chen, Zhi Chen, Ruisheng Cao, Su Zhu, Kai Yu
2020 A* conf
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
ACL
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
2020 J jnl
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
CoRR
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
2020 J jnl
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding.
CoRR
Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu
2019 — conf
Semantic Parsing with Dual Learning.
ACL (1)
Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu
2019 J jnl
Semantic Parsing with Dual Learning.
CoRR
Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu