Kang Yang

According to our database, Kang Yang authored at least 28 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

TS-Skill: A Benchmark for Evaluating Analytical Skills in Time-Series Question Answering.

Liying Han, Kang Yang, Oliver Wang, Jason Wu, Pengrui Quan, Gaofeng Dong, Ozan Baris Mulayim, Sizhe Ma, Yuyang Yuan, Dezhi Hong, Mario Berges, Mani Srivastava

CoRR, May, 2026

RxGS: Receiver-Generalizable 3D Gaussian Splatting for Radio-Frequency Data Synthesis.

Kang Yang, Mani Srivastava

CoRR, May, 2026

FM-CAC: Carbon-Aware Control for Battery-Buffered Edge AI via Time-Series Foundation Models.

Kang Yang, Walid A. Hanafy, Prashant J. Shenoy, Mani Srivastava

CoRR, April, 2026

SoilX: Calibration-Free Comprehensive Soil Sensing through Contrastive Cross-Component Learning.

Kang Yang, Yuanlin Yang, Yuning Chen, Sikai Yang, Xinyu Zhang, Wan Du

Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, 2026

CarbonX: An Open-Source Tool for Computational Decarbonization Using Time Series Foundation Models.

Diptyaroop Maji, Kang Yang, Prashant J. Shenoy, Ramesh K. Sitaraman, Mani Srivastava

Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems, 2026

2025

Generative Diffusion Model-Assisted Efficient Fingerprinting for In-Orchard Localization.

Kang Yang, Yuning Chen, Wan Du

IEEE Trans. Mob. Comput., December, 2025

UniFi: Combining Irregularly Sampled CSI from Diverse Communication Packets and Frequency Bands for Wi-Fi Sensing.

Gaofeng Dong, Kang Yang, Mani Srivastava

CoRR, December, 2025

Spectral Predictability as a Fast Reliability Indicator for Time Series Forecasting Model Selection.

Oliver Wang, Pengrui Quan, Kang Yang, Mani Srivastava

CoRR, November, 2025

Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges.

Pengrui Quan, Brian Wang, Kang Yang, Liying Han, Mani Srivastava

CoRR, May, 2025

FLog: Automated Modeling of Link Quality for LoRa Networks in Orchards.

Kang Yang, Yuning Chen, Wan Du

ACM Trans. Sens. Networks, March, 2025

ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources.

Jason Wu, Kang Yang, Lance M. Kaplan, Mani Srivastava

CoRR, February, 2025

GWRF: A Generalizable Wireless Radiance Field for Wireless Signal Propagation Modeling.

Kang Yang, Yuning Chen, Wan Du

CoRR, February, 2025

Scalable 3D Gaussian Splatting-Based RF Signal Spatial Propagation Modeling.

Kang Yang, Gaofeng Dong, Sijie Ji, Wan Du, Mani Srivastava

CoRR, February, 2025

Poster Abstract: Scalable 3D Gaussian Splatting-Based RF Signal Spatial Propagation Modeling.

Kang Yang, Wan Du, Mani Srivastava

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

Demo Abstract: Comprehensive Wireless Soil Component Sensing via VNIR and LoRa.

Yuanlin Yang, Yuning Chen, Kang Yang, Sikai Yang, Wan Du

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

Scalable and Adaptive RF Signal Propagation Modeling for Next-Generation Wireless Systems.

Kang Yang

Proceedings of the 23rd Annual International Conference on Mobile Systems, 2025

2024

DMM: A Deep Reinforcement Learning Based Map Matching Framework for Cellular Data.

Zhihao Shen, Kang Yang, Xi Zhao, Jianhua Zou, Wan Du, Junjie Wu

IEEE Trans. Knowl. Data Eng., October, 2024

RALoRa: Rateless-Enabled Link Adaptation for LoRa Networking.

Kang Yang, Miaomiao Liu, Wan Du

IEEE/ACM Trans. Netw., August, 2024

A Low-Density Parity-Check Coding Scheme for LoRa Networking.

Kang Yang, Wan Du

ACM Trans. Sens. Networks, July, 2024

See Behind Walls in Real-time Using Aerial Drones and Augmented Reality.

Sikai Yang, Kang Yang, Yuning Chen, Fan Zhao, Wan Du

CoRR, 2024

OrchLoc: In-Orchard Localization via a Single LoRa Gateway and Generative Diffusion Model-based Fingerprinting.

Kang Yang, Yuning Chen, Wan Du

Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge.

Yuning Chen, Kang Yang, Zhiyu An, Brady Holder, Luke Paloutzian, Khaled M. Bali, Wan Du

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

<i>ATPP</i>: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes.

Kang Yang, Xi Zhao, Jianhua Zou, Wan Du

ACM Trans. Sens. Networks, August, 2023

Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning.

Miaomiao Liu, Kang Yang, Yanjie Fu, Dapeng Oliver Wu, Wan Du

ACM Trans. Sens. Networks, May, 2023

Link Quality Modeling for LoRa Networks in Orchards.

Kang Yang, Yuning Chen, Xuanren Chen, Wan Du

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

2022

LLDPC: A Low-Density Parity-Check Coding Scheme for LoRa Networks.

Kang Yang, Wan Du

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

2021

ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes.

Kang Yang, Xi Zhao, Jianhua Zou, Wan Du

Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

2019

DeepAPP: a deep reinforcement learning framework for mobile application usage prediction.

Zhihao Shen, Kang Yang, Wan Du, Xi Zhao, Jianhua Zou

Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019