Search Results for author: Yilin Wen

Found 10 papers, 5 papers with code

Quantifying and Optimizing the Time-Coupled Flexibilities at the Distribution-Level for TSO-DSO Coordination

no code implementations22 Apr 2024 Yilin Wen, Yi Guo, Zechun Hu, Gabriela Hug

The flexibilities provided by the distributed energy resources (DERs) in distribution systems enable the coordination of transmission system operator (TSO) and distribution system operators (DSOs).

Generative Hierarchical Temporal Transformer for Hand Pose and Action Modeling

no code implementations29 Nov 2023 Yilin Wen, Hao Pan, Takehiko Ohkawa, Lei Yang, Jia Pan, Yoichi Sato, Taku Komura, Wenping Wang

Furthermore, to faithfully model the semantic dependency and different temporal granularity of hand pose and action, we decompose the framework into two cascaded VAE blocks: the first and latter blocks respectively model the short-span poses and long-span action, and are connected by a mid-level feature representing a sub-second series of hand poses.

Action Recognition Future prediction +1

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

1 code implementation17 Aug 2023 Yilin Wen, Zifeng Wang, Jimeng Sun

Large language models (LLMs) have achieved remarkable performance in natural language understanding and generation tasks.

Decision Making Hallucination +5

Improved Inner Approximation for Aggregating Power Flexibility in Active Distribution Networks and its Applications

no code implementations3 Mar 2023 Yilin Wen, Zechun Hu, Jinhua He, Yi Guo

Concise and reliable modeling for aggregating power flexibility of distributed energy resources in active distribution networks (ADNs) is a crucial technique for coordinating transmission and distribution networks.

Decision Making

IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence Modeling

1 code implementation6 Jan 2023 Yilin Wen, Biao Luo, Yuqian Zhao

Then, the knowledge graph link prediction task is modelled as an offline reinforcement learning Markov decision model, which is then abstracted into a unified sequence framework.

Link Prediction Optical Character Recognition +1

Aggregated Feasible Region of Heterogeneous Demand-Side Flexible Resources---Part I: Theoretical Derivation of the Exact Model

no code implementations9 Nov 2021 Yilin Wen, Zechun Hu, Shi You, Xiaoyu Duan

The number of constraints is linear with the number of resources and is exponential with the number of time intervals, respectively.

Data-Driven Scheduling of Electric Boiler with Thermal Storage for Providing Power Balancing Service

no code implementations12 Aug 2021 Likai Liu, Zechun Hu, Jian Ning, Yilin Wen

Through the case study, it is found that the proposed method can save the total operation cost of the EBTS compared with the deterministic EBTS operation optimization model.

Clustering Scheduling

DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation

1 code implementation27 Jul 2021 Yilin Wen, Xiangyu Li, Hao Pan, Lei Yang, Zheng Wang, Taku Komura, Wenping Wang

Scalable 6D pose estimation for rigid objects from RGB images aims at handling multiple objects and generalizing to novel objects.

6D Pose Estimation Metric Learning +2

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