YL
Yuyu Luo
cs.AIcs.CLcs.DBcs.LGcs.HCcs.CVcs.SEcs.IRcs.MAcs.CE
On Valency
published · living versionsW_u9a6nsj9·v1 · currentpublished
Inkitiate: Initiating and Steering Agent Assistance through Ink in a Spatial Workspace
with Liangwei Wang, Nan Chen, Luna K. Qiu, Zilong Wang +2
1 version
Preprints & journals
108 papers in the corpus · 2021–2026DataVista: Diagnosing Multimodal LLMs on Data Video Understanding2610.11993v1 · Yupeng Xie, Zhenyang Wang, Jiayi Zhu et al.2026 · 0 citationsarXiv
VisTR: Visualizations as Representations for Time-Series Table Reasoning.42842508 · Hao, Jianing, Liang, Zhuowen, Li, Chunting et al.2026 · 0 citationsIEEE transactions on visualization and computer graphics. 2026;PP
AutoGUIWorld: Image Generators as Visual World Models for GUI Agent2610.01215v1 · Cheng Yang, Yifan Wu, Yutao Huang et al.2026 · 0 citationsarXiv
DataMagic: Authoring Data Videos through Declarative Multi-Agent Orchestration2609.33403v1 · Yupeng Xie, Zhenyang Wang, Liangwei Wang et al.2026 · 0 citationsarXiv
CoWindow Attention: Full Causal Coverage Is a Collective Property2609.32704v1 · Jingze Shi, Zhangyang Peng, Xianduo Li et al.2026 · 0 citationsarXiv
MassAlloc Attention: Let Attention Allocate Its Own Compute2609.32712v1 · Jingze Shi, Zhangyang Peng, Xianduo Li et al.2026 · 0 citationsarXiv
Data Agents: Agentic Data Systems2609.24137v1 · Guoliang Li, Peiyao Zhou, Xuanhe Zhou et al.2026 · 0 citationsarXiv
EidosDoc: Implicit Structure Encoding for Cost-Effective Semi-Structured Document QA2609.27784v1 · Teng Lin, Yuyu Luo, Nan Tang2026 · 0 citationsarXiv
MIRA: Evidence-Verified Repair Memory for Text-to-SQL Correction2608.06950v1 · Yining Liu, Chenyu Yang, Boyan Li et al.2026 · 0 citationsarXiv
DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces2608.03451v1 · Boyan Li, Zhuowen Liang, Yupeng Xie et al.2026 · 0 citationsarXiv
Monte Carlo Tree Search for Table-to-Multimodal Report Generation2608.04071v1 · Teng Lin, Zhiyang Zhang, Yuyu Luo et al.2026 · 0 citationsarXiv
VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design2607.18181v1 · Depeng Su, Yuyu Luo, Guobiao Hu2026 · 0 citationsarXiv
EVOQUANT: Self-Evolving Verifier-Guided Strategy Optimization for Robust Quantitative Trading2607.12455v3 · Jie Mao, Changlun Li, Xiang Li et al.2026 · 0 citationsarXiv
Can Agentic Trading Systems Pay for Their Own Intelligence?2607.10286v3 · Qiqi Duan, Changlun Li, Chen Wang et al.2026 · 0 citationsarXiv
UI2App: Benchmarking Visual Interaction Inference in Executable Web Application Generation2607.06306v2 · Grace Man Chen, Litao Guo, Yifan Wu et al.2026 · 0 citationsarXiv
CSTrader: A Testbed for Language-Grounded Trading in a Community-Driven Virtual Asset Market2606.31461v1 · Yao Shi, Kingfung Luo, Nan Tang et al.2026 · 0 citationsarXiv
EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries2606.26613v2 · Yuhui Wang, Jinqi Liu, Chengliang Chai et al.2026 · 0 citationsarXiv
SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration2606.23537v1 · Yizhang Zhu, Zhangyang Peng, Boyan Li et al.2026 · 0 citationsarXiv
DataMagic: Transforming Tabular Data into Data Insight Video2606.20388v1 · Yupeng Xie, Chen Ma, Zhenyang Wang et al.2026 · 0 citationsarXiv
TuneAhead: Predicting Fine-tuning Performance Before Full Training Begins2606.17660v1 · Yuxiang Luo, Haonan Long, Chen Wang et al.2026 · 0 citationsarXiv
TACO: A Benchmark for Open-Domain Text-to-SQL with Ambiguous and Cross-Database Queries2606.14201v1 · Chao Deng, Ju Fan, Yuyu Luo et al.2026 · 1 citationarXiv
Foundation Protocol: A Coordination Layer for Agentic Society2605.23218v1 · Bang Liu, Yongfeng Gu, Jiayi Zhang et al.2026 · 0 citationsarXiv
Scalable Environments Drive Generalizable Agents2605.18181v1 · Jiayi Zhang, Fanqi Kong, Guibin Zhang et al.2026 · 0 citationsarXiv
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution2605.18401v2 · Hongyi Liu, Haoyan Yang, Tao Jiang et al.2026 · 0 citationsarXiv
VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing2605.15677v2 · Xiaoyan Su, Peijie Dong, Zhenheng Tang et al.2026 · 0 citationsarXiv
Harnessing Agentic Evolution2605.13821v1 · Jiayi Zhang, Yongfeng Gu, Jianhao Ruan et al.2026 · 0 citationsarXiv
Exploring Agentic Visual Analytics: A Co-Evolutionary Framework of Roles and Workflows2604.15813v1 · Tianqi Luo, Leixian Shen, Yuyu Luo2026 · 0 citationsarXiv
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency2604.15163v2 · Boyan Li, Ou Ocean Kun Hei, Yue Yu et al.2026 · 1 citationarXiv
ROSE: An Intent-Centered Evaluation Metric for NL2SQL2604.12988v1 · Wenqi Pei, Shizheng Hou, Boyan Li et al.2026 · 0 citationsarXiv
AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis2604.02690v2 · Teng Lin, Yuyu Luo, Nan Tang2026 · 1 citationarXiv
Co-Evolution of Policy and Internal Reward for Language Agents2604.03098v1 · Xinyu Wang, Hanwei Wu, Jingwei Song et al.2026 · 0 citationsarXiv
Decoding Ancient Oracle Bone Script via Generative Dictionary Retrieval2604.09668v1 · Yin Wu, Gangjian Zhang, Jiayu Chen et al.2026 · 0 citationsarXiv
Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs2603.29232v1 · Zhuowen Liang, Xiaotian Lin, Zhengxuan Zhang et al.2026 · 0 citationsarXiv
DeepEye: A Steerable Self-driving Data Agent System2603.28889v1 · Boyan Li, Yiran Peng, Yupeng Xie et al.2026 · 1 citationarXiv
DocSage: An Information Structuring Agent for Multi-Doc Multi-Entity Question Answering2603.11798v1 · Teng Lin, Yizhang Zhu, Zhengxuan Zhang et al.2026 · 1 citationarXiv
Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System2603.07449v2 · Xiang Zhang, Hongming Xu, Le Zhou et al.2026 · 1 citationProceedings of the VLDB Endowment, 19(11): 3718-3731, 2026
InfoPO: Information-Driven Policy Optimization for User-Centric Agents2603.00656v2 · Fanqi Kong, Jiayi Zhang, Mingyi Deng et al.2026 · 0 citationsarXiv
TableTale: Reviving the Narrative Interplay Between Data Tables and Text in Scientific Papers2602.22908v1 · Liangwei Wang, Zhengxuan Zhang, Yifan Cao et al.2026 · 2 citationsarXiv
AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines2602.14296v1 · Yifan Wu, Yiran Peng, Yiyu Chen et al.2026 · 0 citationsarXiv
Learning to Compose for Cross-domain Agentic Workflow Generation2602.11114v1 · Jialiang Wang, Shengxiang Xu, Hanmo Liu et al.2026 · 0 citationsarXiv
PeroMAS: A Multi-agent System of Perovskite Material Discovery2602.13312v2 · Yishu Wang, Wei Liu, Yifan Li et al.2026 · 1 citationarXiv
OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale2602.05711v2 · Jingze Shi, Zhangyang Peng, Yizhang Zhu et al.2026 · 0 citationsarXiv
Data Agents: Levels, State of the Art, and Open Problems2602.04261v1 · Yuyu Luo, Guoliang Li, Ju Fan et al.2026 · 2 citationsSIGMOD 2026 Tutorial
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration2602.03786v2 · Jianhao Ruan, Zhihao Xu, Yiran Peng et al.2026 · 0 citationsarXiv
Enhancing Table Reasoning with Deterministic Table-State Rewards2601.22530v2 · Tung Sum Thomas Kwok, Xinyu Wang, Hengzhi He et al.2026 · 0 citationsarXiv
Towards Agentic Intelligence for Materials Science2602.00169v2 · Huan Zhang, Yizhan Li, Wenhao Huang et al.2026 · 1 citationarXiv
Towards Automated Kernel Generation in the Era of LLMs2601.15727v3 · Yang Yu, Peiyu Zang, Chi Hsu Tsai et al.2026 · 1 citationarXiv
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs2601.17058v1 · Wei Zhou, Jun Zhou, Haoyu Wang et al.2026 · 1 citationarXiv
IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation2601.04498v2 · Yinghao Tang, Xueding Liu, Boyuan Zhang et al.2026 · 0 citationsarXiv
DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning.41359729 · Shuai, Zhihao, Li, Boyan, Yan, Siyu et al.2025 · 3 citationsIEEE transactions on visualization and computer graphics. 2025;PP
Career total: 178 works. 108 are in this corpus.Showing the 50 most recent.
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