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 # **News**
+- **2024.12** Two of our papers received the Outstanding Paper Award at the 9th EAI SmartGIFT Conference held in Hong Kong, China, December 9-11, 2024. Congratulations to Xiangyu and Xianping! 
 - **2024.11** Congratulations to our five students, Maonan, Aoyu, Ziyao, Ricca and Yu for winning the second prize (fourth place) in this year’s Tencent Kaiwu Global AI Competition (腾讯开悟人工智能全球公开赛), under the Intelligent Traffic Signal Scheduling track. The competition drew an impressive 2,038 teams from 388 universities worldwide.
 - **2024.11** Ms. Jialu Sui, a MPhil graduate from our lab, delivered a speech on behalf of the graduates in the 2024 postgraduate graduation ceremony held on Nov. 16, 2024. [[Report]](https://mp.weixin.qq.com/s/CfArulHxwJeMIiKWHgX8wg) 
 - **2024.11** Our recent paper on DDPM-based remote sensing image super-resolution has been accepted by the *IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)* (IF 4.7). [[Paper Link]](https://ieeexplore.ieee.org/document/10763472)

diff --git a/docs/pubs.md b/docs/pubs.md
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 ## **Journal Papers (Since 2022)**
 ### 2025
-- J. Sui, X. Ma, X. Zhang, M.O. Pun and H. Wu, "Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution", accepted for publication in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Nov. 2024. [[Paper Link]](https://ieeexplore.ieee.org/document/10763472)
 - Y. Xie, Q. Wu, G. Niu, M.O. Pun and Z. Han, "Online Scheduling for Multi-Access in Space-Air-Ground Integrated Networks using iGNNSeq-Enhanced Reinforcement Learning", accepted for publication in *IEEE Trans. on Vehicular Technology*, Oct. 2024. [[Paper Link]](https://ieeexplore.ieee.org/document/10745741)
+- J. Sui, X. Ma, X. Zhang, M.O. Pun and H. Wu, "Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 892-906, 2025. [[Paper Link]](https://ieeexplore.ieee.org/document/10763472)
 ### 2024
 - J. Sui, D. Ma, C.-C. Jay Kuo and M.O. Pun, "FLDCF: A Collaborative Framework for Forgery Localization and Detection in Satellite Imagery", *IEEE Trans. on Geoscience and Remote Sensing*, vol.62, pp. 1-13, 2024. [[Paper Link]](https://ieeexplore.ieee.org/document/10756746)
 - M. Wang, Y. Chen, Y. Kan, C. Xu, M. Lepech, M.O. Pun and X. Xiong,  "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies", *IEEE Trans. on Intelligent Transportation Systems*, vol. 25, no. 12, pp. 20085-20104, Dec. 2024. [[Paper Link]](https://ieeexplore.ieee.org/document/10696929)
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 ## **Conference Papers (Since 2022)**
 
 ### 2024
-- X. Cui, X. Ma, M.O. Pun, and Z. Cheng, "LTTS-GAN: A Long-term Time Series Generative Adversarial Network", accepted for publication in the 9th EAI SmartGIFT, Hong Kong, China, December 9-11, 2024. (invited paper)
-- L. Hou, J. Sun, H. Liang, L. Mao, G. Niu, M.O. Pun, and Z. Cheng, "Zero-Shot Learning-based Maritime Semantic Communication System", accepted for publication in the 9th EAI SmartGIFT, Hong Kong, China, December 9-11, 2024.	
-- Z. Yu, W. Shu, X. Guo, L. Mao, G. Niu, M.O. Pun, and Z. Cheng, "UAVs-Enabled Maritime Communications: Control Barrier Functions for Physical Secure Systems", accepted for publication in the 9th EAI SmartGIFT, Hong Kong, China, December 9-11, 2024. 
+- X. Cui, X. Ma, M.O. Pun, and Z. Cheng, "LTTS-GAN: A Long-term Time Series Generative Adversarial Network", Proc. the 9th EAI SmartGIFT, Hong Kong, China, December 9-11, 2024. (Received the Outstanding Paper Award)
+- L. Hou, J. Sun, H. Liang, L. Mao, G. Niu, M.O. Pun, and Z. Cheng, "Zero-Shot Learning-based Maritime Semantic Communication System", Proc. the 9th EAI SmartGIFT, Hong Kong, China, December 9-11, 2024. (Received the Outstanding Paper Award)
+- Z. Yu, W. Shu, X. Guo, L. Mao, G. Niu, M.O. Pun, and Z. Cheng, "UAVs-Enabled Maritime Communications: Control Barrier Functions for Physical Secure Systems", Proc. the 9th EAI SmartGIFT, Hong Kong, China, December 9-11, 2024. 
 - L. Liu, M. Wang, M.O. Pun and X. Xiong, "A Multi-Agent Rollout Approach for Highway Bottleneck Decongenston in Mixed Autonomy", Proc. the 27th IEEE International Conference on Intelligent Transportation Systems (ITSC), Edmonton, Canada, September 24 - 27, 2024.
 - Y. Sun, X. Ma, Y. Yan, M.O. Pun and B. Huang, "A Novel Automated Urban Building Analysis Framework Based on GPT and SAM", Proc. the 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, July 7-12, 2024. 
 - Q. Wu, X. Ma, J. Sui and M.O. Pun, "A SAM-Empowered Dual-Stream Framework for Scene-Level Local Climate Zone Classification Using Google Earth and Sentinel Images", Proc. the 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, July 7-12, 2024.