FT
Fugee Tsung
cs.LGcs.AIstat.APstat.MLcs.CLcs.CVcs.HCcs.IRcs.SYeess.SY
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
W_faxzaevm·v1published
Preprints & journals
58 papers in the corpus · 2019–2026MemPrice: Online Memory Allocation via Adaptive Pricing for Long-Horizon Agents2610.24955v1 · Yiming Zong, Shiyuan Piao, Jiashuo Jiang et al.2026 · 0 citationsarXivon Valency
HAM-RAG: Hierarchy-Aware Multimodal RAG for Structure-Faithful Interleaved Generation2608.14032v1 · Yin Li, Ziyang Hu, Zhiyu Guo et al.2026 · 0 citationsarXiv
MemoryCPT: An End-to-End Agent Memory Framework for Cost-Performance Trade-off2608.04843v1 · Songxin Lei, Kun Ouyang, Weilin Ruan et al.2026 · 0 citationsarXiv
402Pilot: An x402 Decision Layer for Autonomous Agent Micropayments2608.01341v1 · Yin Li, Yanbo He, Boo-Ho Yang et al.2026 · 0 citationsarXiv
Fourier Geometric Wind Power Forecasting with Numerical Weather Prediction2607.17095v1 · Shiyuan Piao, Fan Zehui, Yang Liu et al.2026 · 0 citationsarXiv
The Internet of Things for Smart Manufacturing: A Review2607.16172v1 · Hui Yang, Soundar Kumara, Satish Bukkapatnam et al.2026 · 453 citationsIISE Transactions, 2019, 51(11), 1190-1216
MedTVL: Harnessing Vision and Language for Medical Time Series Classification2608.28605v1 · Jiexia Ye, Jia Li, Fugee Tsung2026 · 0 citationsKDD 2026
Learning Spatio-Temporal Foundation Models from Pure Synthetic Data2607.16251v1 · Yutong Feng, Shiyuan Piao, Yutong Xia et al.2026 · 0 citationsarXiv
Plan First, Judge Later, Run Better: A DMAIC-Inspired Agentic System for Industrial Anomaly Detection2606.04599v1 · Yongzi Yu, Ao Li, Le Wang 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
Hierarchical Reinforcement Learning for Cooperative Air-Ground Delivery in Urban System2602.12913v2 · Songxin Lei, Chunming Ma, Haomin Wen et al.2026 · 0 citationsarXiv
Traceable Algorithm Unrolling Network: An Interpretable Deep Sparse Representation Model for Mechanical Fault Diagnosis.41187038 · Lan, Hao, Chen, Zhuyun, Deng, Shuhan et al.2025 · 21 citationsIEEE transactions on cybernetics. 2025;PP
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?2510.23587v2 · Yizhang Zhu, Liangwei Wang, Chenyu Yang et al.2025 · 1 citationarXiv
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps2506.16787v1 · Jiashun Cheng, Aochuan Chen, Nuo Chen et al.2025 · 0 citationsarXiv
Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models2506.14674v2 · Ling Li, Yao Zhou, Yuxuan Liang et al.2025 · 1 citationarXiv
VizTA: Enhancing Comprehension of Distributional Visualization with Visual-Lexical Fused Conversational Interface2504.14507v1 · Liangwei Wang, Zhan Wang, Shishi Xiao et al.2025 · 0 citationsarXiv
Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection2504.14250v3 · Yunhui Liu, Jiashun Cheng, Yiqing Lin et al.2025 · 0 citationsarXiv
Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations2504.06167v1 · Hanfang Lyu, Xiaoyu Wang, Nandi Zhang et al.2025 · 3 citationsarXiv
MedSpaformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification2503.15578v3 · Jiexia Ye, Weiqi Zhang, Ziyue Li et al.2025 · 3 citationsarXiv
A Survey of Cross-domain Graph Learning: Progress and Future Directions2503.11086v2 · Haihong Zhao, Zhixun Li, Chenyi Zi et al.2025 · 0 citationsarXiv
Vibration Analysis and Mitigation in Semiconductor Motion Stages Using DMAIC Methodology- A Case Study2503.04019v1 · Yin Li, Hua Chen, Fugee Tsung2025 · 0 citationsarXiv
CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer2502.19750v1 · Yang Liu, Zinan Zheng, Jiashun Cheng et al.2025 · 1 citationarXiv
LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting2412.00053v1 · Lingzheng Zhang, Lifeng Shen, Yimin Zheng et al.2024 · 0 citationsarXiv
Heterophilic Graph Neural Networks Optimization with Causal Message-passing2411.13821v2 · Botao Wang, Jia Li, Heng Chang et al.2024 · 2 citationsarXiv
Graph Pre-Training Models Are Strong Anomaly Detectors2410.18487v1 · Jiashun Cheng, Zinan Zheng, Yang Liu et al.2024 · 0 citationsarXiv
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification2410.15154v3 · Yin Li, Liangwei Wang, Shiyuan Piao et al.2024 · 3 citationsarXiv
Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation2410.13248v2 · Ryotaro Shimizu, Takashi Wada, Yu Wang et al.2024 · 5 citationsarXiv
Toward Physics-guided Time Series Embedding2410.06651v1 · Jiaxi Hu, Bowen Zhang, Qingsong Wen et al.2024 · 0 citationsarXiv
Agent-Oriented Planning in Multi-Agent Systems2410.02189v2 · Ao Li, Yuexiang Xie, Songze Li et al.2024 · 3 citationsarXiv
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast2409.15200v1 · Man Li, Ziyue Li, Lijun Sun et al.2024 · 0 citationsarXiv
Parameter-Efficient Fine-Tuning via Circular Convolution2407.19342v4 · Aochuan Chen, Jiashun Cheng, Zijing Liu et al.2024 · 0 citationsarXiv
MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning2406.06620v4 · Jiexia Ye, Weiqi Zhang, Ziyue Li et al.2024 · 4 citationsIJCAI 2025 main conference
Empowering Time Series Analysis with Foundation Models: A Comprehensive Survey2405.02358v4 · Jiexia Ye, Yongzi Yu, Weiqi Zhang et al.2024 · 4 citationsarXiv
MultiFun-DAG: Multivariate Functional Directed Acyclic Graph2404.13836v1 · Tian Lan, Ziyue Li, Junpeng Lin et al.2024 · 0 citationsarXiv
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling2404.04403v1 · Jiuyun Hu, Ziyue Li, Chen Zhang et al.2024 · 4 citationsarXiv
Tensor-based process control and monitoring for semiconductor manufacturing with unstable disturbances2401.17573v1 · Yanrong Li, Juan Du, Fugee Tsung et al.2024 · 4 citationsarXiv
An Incremental Unified Framework for Small Defect Inspection2312.08917v3 · Jiaqi Tang, Hao Lu, Xiaogang Xu et al.2023 · 26 citationsarXiv
A Directional Monitoring Approach of Sequential Incomplete Wind Power Curves with Copula-based Variational Inference2311.02411v1 · Peng Wang, Yanting Li, Fugee Tsung2023 · 0 citationsarXiv
Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering2310.20224v1 · Ziyue Li, Hao Yan, Chen Zhang et al.2023 · 0 citationsarXiv
Deep Insights into Noisy Pseudo Labeling on Graph Data2310.01634v1 · Botao Wang, Jia Li, Yang Liu et al.2023 · 6 citationsarXiv
SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases2308.13212v2 · Yang Liu, Jiashun Cheng, Haihong Zhao et al.2023 · 5 citationsarXiv
A Co-training Approach for Noisy Time Series Learning2308.12551v1 · Weiqi Zhang, Jianfeng Zhang, Jia Li et al.2023 · 13 citationsarXiv
Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering2306.13794v1 · Ziyue Li, Hao Yan, Chen Zhang et al.2023 · 1 citationarXiv
A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network2306.08343v1 · Min Jiang, Andi Wang, Ziyue Li et al.2023 · 5 citationsarXiv
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping2306.06994v2 · Luxuan Wang, Lei Bai, Ziyue Li et al.2023 · 9 citationsarXiv
MM-DAG: Multi-task DAG Learning for Multi-modal Data -- with Application for Traffic Congestion Analysis2306.02831v1 · Tian Lan, Ziyue Li, Zhishuai Li et al.2023 · 12 citationsarXiv
Knockoff procedure for false discovery rate control in high-dimensional data streams.37808615 · Wai Tsang, Ka, Tsung, Fugee, Xu, Zhihao2024 · 4 citationsJournal of applied statistics. 2023;50(14):2970-2983
Data Imputation from the Perspective of Graph Dirichlet Energy2304.04474v2 · Weiqi Zhang, Guanlue Li, Jianheng Tang et al.2023 · 2 citationsarXiv
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport2301.12721v2 · Jianheng Tang, Weiqi Zhang, Jiajin Li et al.2023 · 36 citationsarXiv
The optimal CUSUM control chart with a dynamic non-random control limit and a given sampling strategy for small samples sequence.38524791 · Han, Dong, Tsung, Fugee, Qiao, Lei2024 · 3 citationsJournal of applied statistics. 2024;51(5):809-825
Career total: 383 works. 58 are in this corpus.Showing the 50 most recent.
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