Search Results for author: Yang Su

Found 7 papers, 1 papers with code

Integrating Active Learning in Causal Inference with Interference: A Novel Approach in Online Experiments

no code implementations20 Feb 2024 Hongtao Zhu, Sizhe Zhang, Yang Su, Zhenyu Zhao, Nan Chen

In the domain of causal inference research, the prevalent potential outcomes framework, notably the Rubin Causal Model (RCM), often overlooks individual interference and assumes independent treatment effects.

Active Learning Causal Inference

Voice2Action: Language Models as Agent for Efficient Real-Time Interaction in Virtual Reality

1 code implementation29 Sep 2023 Yang Su

Large Language Models (LLMs) are trained and aligned to follow natural language instructions with only a handful of examples, and they are prompted as task-driven autonomous agents to adapt to various sources of execution environments.

Energy-Efficient Cellular-Connected UAV Swarm Control Optimization

no code implementations18 Mar 2023 Yang Su, Hui Zhou, Yansha Deng, Mischa Dohler

To maximize the number of UAVs that receive the message successfully within the latency and energy constraints, we formulate the problem as a Constrained Markov Decision Process to find the optimal policy.

Graph Attention

Interpretable Battery Cycle Life Range Prediction Using Early Degradation Data at Cell Level

no code implementations26 Apr 2022 Huang Zhang, Yang Su, Faisal Altaf, Torsten Wik, Sebastien Gros

For that reason, various data-driven methods have been proposed for point prediction of battery cycle life with minimum knowledge of the battery degradation mechanisms.

Decision Making Management +1

Investigating the nature of MGRO J1908+06 with multiwavelength observations

no code implementations10 Feb 2021 Jian Li, Ruo-Yu Liu, Emma de Ona Wilhelmi, Diego F. Torres, Qian-Cheng Liu, Matthew Kerr, Rolf Buehler, Yang Su, Hao-Ning He, Meng-Yuan Xiao

The unidentified TeV source MGRO J1908+06, with emission extending from hundreds of GeV to beyond 100TeV, is one of the most intriguing sources in the Galactic plane.

High Energy Astrophysical Phenomena

Distances to molecular clouds in the second Galactic quadrant

no code implementations17 Dec 2020 Qing-Zeng Yan, Ji Yang, Yan Sun, Yang Su, Ye Xu, Hongchi Wang, Xin Zhou, Chen Wang

We present distances to 76 medium-sized molecular clouds and an extra large-scale one in the second Galactic quadrant ($104. 75^\circ <l<150. 25^\circ $ and $|b|<5. 25^\circ$), 73 of which are accurately measured for the first time.

Astrophysics of Galaxies

Lightweight (Reverse) Fuzzy Extractor with Multiple Referenced PUF Responses

no code implementations19 May 2018 Yansong Gao, Yang Su, Lei Xu, Damith C. Ranasinghe

A Physical unclonable functions (PUF), alike a fingerprint, exploits manufacturing randomness to endow each physical item with a unique identifier.

Cryptography and Security

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