ZC
Zhuomin Chen
cs.AIcs.LGstabilityCarcinoma, Pancreatic Ductalcation specificityChronic stressComplement C5aComplement systemcs.CLcs.CY
On Valency
published · living versionsW_bjhjwetw·v1 · currentpublished
Tandem: Serving Hybrid Linear-Attention GUI Agents on Mobile NPUs
with Jingchao Ni, Xu Zheng, Yong Chen, Mo Sha +2
1 version
Preprints & journals
27 papers in the corpus · 2023–2026Tandem: Serving Hybrid Linear-Attention GUI Agents on Mobile NPUs2610.26660v1 · Zhuomin Chen, Jingchao Ni, Xu Zheng et al.2026 · 0 citationsarXivon Valency
Do Time-Series QA Systems Read the Time Series? Evidence Use and Reasoning Reliability2610.05686v1 · Zhuomin Chen, Jingchao Ni, Xu Zheng et al.2026 · 0 citationsarXiv
Addressing Structural Distribution Shift in Explanations for Graph Neural Networks.42081424 · Chen, Zhuomin, Salehi, Hojat Allah, Schafir, Esteban et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(9):10976-10990
Towards A Unified Information Bottleneck Framework for Time Series Explanations2608.25897v1 · Xu Zheng, Zichuan Liu, Zhuomin Chen et al.2026 · 0 citationsarXiv
Information Bottleneck Learning for Faithful Time Series Forecasting Explanations2607.28124v1 · Xu Zheng, Wei Cheng, Zhuomin Chen et al.2026 · 0 citationsarXiv
Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs2607.27415v1 · Xu Zheng, Chaohao Lin, Zhuomin Chen et al.2026 · 0 citationsarXiv
Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems2607.27443v1 · Xu Zheng, Zhuomin Chen, Chaohao Lin et al.2026 · 0 citationsarXiv
DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQL2606.17821v1 · Esteban Schafir, Xu Zheng, Hojat Allah Salehi et al.2026 · 0 citationsarXiv
Time Series Reasoning via Process-Verifiable Thinking Data Synthesis and Scheduling for Tailored LLM Reasoning2602.07830v2 · Jiahui Zhou, Dan Li, Boxin Li et al.2026 · 0 citationsarXiv
Chronic stress promotes pancreatic ductal adenocarcinoma progression via complement C5a-recruited myeloid-derived suppressor cells.41417111 · Yang, Siyuan, Xiao, Li, Qi, Pingqian et al.2025 · 8 citationsCancer immunology, immunotherapy : CII. 2025;75(1):11
From Binary to Continuous: Stochastic Re-Weighting for Robust Graph Explanation2508.01925v1 · Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi et al.2025 · 0 citationsarXiv
Understanding historical and projected compound change on the Northwest Atlantic shelfx5tm83 · Samantha A. Siedlecki, Felipe Soares, Zhuomin Chen et al.2025 · 1 citationEarthArXiv
Uncovering Insights of Compound Flooding with Data-Driven AI2506.04281v3 · Xu Zheng, Chaohao Lin, Sipeng Chen et al.2025 · 1 citationarXiv
Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision2506.00807v1 · Jiahui Zhou, Dan Li, Lin Li et al.2025 · 0 citationsarXiv
Towards Structurally Explainable Machine-Generated Text Detection: A Graph-Perspective Framework2505.12507v2 · Xu Zheng, Zhuomin Chen, Esteban Schafir et al.2025 · 0 citationsarXiv
Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning2410.12657v2 · Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi et al.2024 · 1 citationarXiv
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI2410.02970v2 · Xu Zheng, Farhad Shirani, Zhuomin Chen et al.2024 · 0 citationsarXiv
TimeX++: Learning Time-Series Explanations with Information Bottleneck2405.09308v1 · Zichuan Liu, Tianchun Wang, Jimeng Shi et al.2024 · 2 citationsarXiv
Tough, Freeze-Resistant, Pressure-Response Gel Polymer Electrolytes with Redox Pairs for Flexible Supercapacitors.38700749 · Chen, Zhuomin, Fu, Xiaoguang, Chen, Bingqi et al.2024 · 8 citationsACS applied materials & interfaces. 2024;16(19):24840-24850
A Highly Sensitive and Stretchable Core-Shell Fiber Sensor for Gesture Recognition and Surface Pressure Distribution Monitoring.38594026 · Yan, Weizhe, Liu, Andeng, Luo, Yingjin et al.2024 · 5 citationsMacromolecular rapid communications. 2024;45(15):e2400109
Tough Hydro-Aerogels with Cation Specificity Enabled Ultra-High Stability for Multifunctional Sensing and Quasi-Solid-State Electrolyte Applications.38308465 · Zhou, Hao, Wei, Xiaohan, Liu, Andeng et al.2024 · 43 citationsAdvanced materials (Deerfield Beach, Fla.). 2024;36(21):e2313088
From nutrients to fish: Impacts of mesoscale processes in a global CESM-FEISTY eddying ocean model frameworkx5fq2f · Kristen Krumhardt, Matthew Long, Colleen Petrik et al.2024 · 22 citationsEarthArXiv
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks2402.02036v2 · Zhuomin Chen, Jiaxing Zhang, Jingchao Ni et al.2024 · 0 citationsarXiv
Skillful multiyear prediction of marine habitat shifts jointly constrained by ocean temperature and dissolved oxygen.38296952 · Chen, Zhuomin, Siedlecki, Samantha, Long, Matthew et al.2024 · 9 citationsNature communications. 2024;15(1):900
Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks2310.01820v2 · Xu Zheng, Farhad Shirani, Tianchun Wang et al.2023 · 5 citationsarXiv
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks2307.07840v4 · Jiaxing Zhang, Zhuomin Chen, Hao Mei et al.2023 · 4 citationsarXiv
Role of air-sea heat flux on the transformation of Atlantic Water encircling the Nordic Seas.36627323 · Huang, Jie, Pickart, Robert S, Chen, Zhuomin et al.2023 · 23 citationsNature communications. 2023;14(1):141
Career total: 72 works. 27 are in this corpus.
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