Dilxat Muhtar

20 papers A* 1Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Complementary Reinforcement Learning.
CoRR
Dilxat Muhtar, Jiashun Liu, Wei Gao, Weixun Wang, Shaopan Xiong, Ju Huang, Siran Yang, Wenbo Su, Jiamang Wang, Ling Pan, Bo Zheng
2026 J jnl
When Does Sparsity Mitigate the Curse of Depth in LLMs.
CoRR
Dilxat Muhtar, Xinyuan Song, Sebastian Pokutta, Max Zimmer, Nico Pelleriti, Thomas Hofmann, Shiwei Liu
2026 J jnl
Why Diffusion Language Models Struggle with Truly Parallel (Non-Autoregressive) Decoding?
CoRR
Pengxiang Li, Dilxat Muhtar, Tianlong Chen, Lu Yin, Shiwei Liu
2025 J jnl
Diffusion Language Models Know the Answer Before Decoding.
CoRR
Pengxiang Li, Yefan Zhou, Dilxat Muhtar, Lu Yin, Shilin Yan, Li Shen, Yi Liang, Soroush Vosoughi, Shiwei Liu
2025 J jnl
Dynamic fusion of medium-resolution optical and SAR imagery for methane source infrastructure classification.
Int. J. Appl. Earth Obs. Geoinformation
Yanglangxing He, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Dilxat Muhtar, Feng Gu, Binxiao Liu, Pengming Feng
2025 J jnl
FarSLIP: Discovering Effective CLIP Adaptation for Fine-Grained Remote Sensing Understanding.
CoRR
Zhenshi Li, Weikang Yu, Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Pedram Ghamisi, Xiao Xiang Zhu
2025 A* conf
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning.
AAAI
Yaming Yang, Dilxat Muhtar, Yelong Shen, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Weizhu Chen, Yunhai Tong
2025 J jnl
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models.
CoRR
Dilxat Muhtar, Enzhuo Zhang, Zhenshi Li, Feng Gu, Yanglangxing He, Pengfeng Xiao, Xueliang Zhang
2025 J jnl
RollArt: Scaling Agentic RL Training via Disaggregated Infrastructure.
CoRR
Wei Gao, Yuheng Zhao, Tianyuan Wu, Shaopan Xiong, Weixun Wang, Dakai An, Lunxi Cao, Dilxat Muhtar, Zichen Liu, Haizhou Zhao, Ju Huang, Siran Yang, Yongbin Li, Wenbo Su, Jiamang Wang, Lin Qu, Bo Zheng, Wei Wang
2024 J jnl
A Cascaded Network With Coupled High-Low Frequency Features for Building Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xinyang Chen, Pengfeng Xiao, Xueliang Zhang, Dilxat Muhtar, Luhan Wang
2024 J jnl
FDFF-Net: A Full-Scale Difference Feature Fusion Network for Change Detection in High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Feng Gu, Pengfeng Xiao, Xueliang Zhang, Zhenshi Li, Dilxat Muhtar
2024 J jnl
LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation.
CoRR
Zhenshi Li, Dilxat Muhtar, Feng Gu, Xueliang Zhang, Pengfeng Xiao, Guangjun He, Xiaoxiang Zhu
2024 — conf
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model.
ECCV (74)
Dilxat Muhtar, Zhenshi Li, Feng Gu, Xueliang Zhang, Pengfeng Xiao
2024 J jnl
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model.
CoRR
Dilxat Muhtar, Zhenshi Li, Feng Gu, Xueliang Zhang, Pengfeng Xiao
2024 J jnl
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning.
CoRR
Yaming Yang, Dilxat Muhtar, Yelong Shen, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Denvy Deng, Feng Sun, Qi Zhang, Weizhu Chen, Yunhai Tong
2024 J jnl
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams.
CoRR
Dilxat Muhtar, Yelong Shen, Yaming Yang, Xiaodong Liu, Yadong Lu, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Xueliang Zhang, Jianfeng Gao, Weizhu Chen, Qi Zhang
2023 J jnl
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding.
CoRR
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Feng Gu
2023 J jnl
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding.
IEEE Trans. Geosci. Remote. Sens.
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Feng Gu
2023 J jnl
Dual-Range Context Aggregation for Efficient Semantic Segmentation in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Guangjun He, Zhe Dong, Pengming Feng, Dilxat Muhtar, Xueliang Zhang
2022 J jnl
Index Your Position: A Novel Self-Supervised Learning Method for Remote Sensing Images Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao