Shoutout to Song Han, MIT EECS professor and NVIDIA research director leading the Efficient AI team. From Deep Compression to AWQ (MLSys 2024 best paper) and TinyML on microcontrollers, this work helps AI run lighter and faster. 🙌 #SongHan #EfficientAI
Song Han Wiki: Associate Professor with tenure, EECS | AI People Wiki
Song Han, Associate Professor with tenure, EECS at Massachusetts Institute of Technology: sourced bio, career timeline, and official site hanlab.mit.edu.
aipeoplewiki.com
October 29, 2026 at 2:54 AM
Shoutout to Song Han, MIT EECS professor and NVIDIA research director leading the Efficient AI team. From Deep Compression to AWQ (MLSys 2024 best paper) and TinyML on microcontrollers, this work helps AI run lighter and faster. 🙌 #SongHan #EfficientAI
Jingyun Chen, Fengchun Liu, Linghan Cai, Songhan Jiang, Shenjin Huang, Hongpeng Wang, Lequan Yu, Yongbing Zhang
Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception
https://arxiv.org/abs/2608.08648
Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception
https://arxiv.org/abs/2608.08648
August 12, 2026 at 3:44 AM
Jingyun Chen, Fengchun Liu, Linghan Cai, Songhan Jiang, Shenjin Huang, Hongpeng Wang, Lequan Yu, Yongbing Zhang
Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception
https://arxiv.org/abs/2608.08648
Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception
https://arxiv.org/abs/2608.08648
Yusi Long (Sherman), Songhan Zhao (Sherman), Shimin Gong (Sherman), Bo Gu (Sherman), Dusit Niyato (Sherman), Xuemin (Sherman), Shen
AoI-aware Sensing Scheduling and Trajectory Optimization for Multi-UAV-assisted Wireless Backscatter Networks
https://arxiv.org/abs/2404.19449
AoI-aware Sensing Scheduling and Trajectory Optimization for Multi-UAV-assisted Wireless Backscatter Networks
https://arxiv.org/abs/2404.19449
May 1, 2024 at 4:12 PM
Yusi Long (Sherman), Songhan Zhao (Sherman), Shimin Gong (Sherman), Bo Gu (Sherman), Dusit Niyato (Sherman), Xuemin (Sherman), Shen
AoI-aware Sensing Scheduling and Trajectory Optimization for Multi-UAV-assisted Wireless Backscatter Networks
https://arxiv.org/abs/2404.19449
AoI-aware Sensing Scheduling and Trajectory Optimization for Multi-UAV-assisted Wireless Backscatter Networks
https://arxiv.org/abs/2404.19449
Taipei,Taiwan, district Songhan au Night market de Raohe et le pont Love...2026.03
March 30, 2026 at 3:47 PM
Taipei,Taiwan, district Songhan au Night market de Raohe et le pont Love...2026.03
Songhan Ssj 2 Dragon ball/manga/ saga cell
Qui conclut le festival des illustrations 2025 de AMC graphique création
#illustration #dragonball #akiratoriyama #songhan #dragonballz #wacom #artrage #artist #post
Illustration by AMC graphique création
Facebook page Instagram et X
Qui conclut le festival des illustrations 2025 de AMC graphique création
#illustration #dragonball #akiratoriyama #songhan #dragonballz #wacom #artrage #artist #post
Illustration by AMC graphique création
Facebook page Instagram et X
October 7, 2025 at 8:30 AM
Songhan Ssj 2 Dragon ball/manga/ saga cell
Qui conclut le festival des illustrations 2025 de AMC graphique création
#illustration #dragonball #akiratoriyama #songhan #dragonballz #wacom #artrage #artist #post
Illustration by AMC graphique création
Facebook page Instagram et X
Qui conclut le festival des illustrations 2025 de AMC graphique création
#illustration #dragonball #akiratoriyama #songhan #dragonballz #wacom #artrage #artist #post
Illustration by AMC graphique création
Facebook page Instagram et X
A Stochastic Polynomial Expansion for Uncertainty Propagation through Networks
Songhan Zhang, ShiNung Ching
Action editor: Yingzhen Li
https://openreview.net/forum?id=lyDRBhUjhv
#gaussian #linearization #stochastic
Songhan Zhang, ShiNung Ching
Action editor: Yingzhen Li
https://openreview.net/forum?id=lyDRBhUjhv
#gaussian #linearization #stochastic
October 15, 2025 at 4:19 AM
A Stochastic Polynomial Expansion for Uncertainty Propagation through Networks
Songhan Zhang, ShiNung Ching
Action editor: Yingzhen Li
https://openreview.net/forum?id=lyDRBhUjhv
#gaussian #linearization #stochastic
Songhan Zhang, ShiNung Ching
Action editor: Yingzhen Li
https://openreview.net/forum?id=lyDRBhUjhv
#gaussian #linearization #stochastic
Jingyun Chen, Fengchun Liu, Linghan Cai, Songhan Jiang, Shenjin Huang, Hongpeng Wang, Lequan Yu, Yongbing Zhang: Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception https://arxiv.org/abs/2608.08648 https://arxiv.org/pdf/2608.08648 https://arxiv.org/html/2608.08648
August 11, 2026 at 6:41 AM
Jingyun Chen, Fengchun Liu, Linghan Cai, Songhan Jiang, Shenjin Huang, Hongpeng Wang, Lequan Yu, Yongbing Zhang: Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception https://arxiv.org/abs/2608.08648 https://arxiv.org/pdf/2608.08648 https://arxiv.org/html/2608.08648
Songhan Jiang, Fengchun Liu, Ziyue Wang, Linghan Cai, Yongbing Zhang: PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Policy Optimiz... https://arxiv.org/abs/2601.21617 https://arxiv.org/pdf/2601.21617 https://arxiv.org/html/2601.21617
January 30, 2026 at 6:31 AM
Songhan Jiang, Fengchun Liu, Ziyue Wang, Linghan Cai, Yongbing Zhang: PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Policy Optimiz... https://arxiv.org/abs/2601.21617 https://arxiv.org/pdf/2601.21617 https://arxiv.org/html/2601.21617
Kenneth Xu, Songhan Wu: Tiny-YOLOSAM: Fast Hybrid Image Segmentation https://arxiv.org/abs/2512.22193 https://arxiv.org/pdf/2512.22193 https://arxiv.org/html/2512.22193
December 30, 2025 at 6:30 AM
Kenneth Xu, Songhan Wu: Tiny-YOLOSAM: Fast Hybrid Image Segmentation https://arxiv.org/abs/2512.22193 https://arxiv.org/pdf/2512.22193 https://arxiv.org/html/2512.22193
Fengchun Liu, Songhan Jiang, Linghan Cai, Ziyue Wang, Yongbing Zhang: PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology https://arxiv.org/abs/2512.17621 https://arxiv.org/pdf/2512.17621 https://arxiv.org/html/2512.17621
December 22, 2025 at 6:31 AM
Fengchun Liu, Songhan Jiang, Linghan Cai, Ziyue Wang, Yongbing Zhang: PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology https://arxiv.org/abs/2512.17621 https://arxiv.org/pdf/2512.17621 https://arxiv.org/html/2512.17621
Songhan Wu: Traffic Scene Small Target Detection Method Based on YOLOv8n-SPTS Model for Autonomous Driving https://arxiv.org/abs/2512.09296 https://arxiv.org/pdf/2512.09296 https://arxiv.org/html/2512.09296
December 11, 2025 at 6:30 AM
Songhan Wu: Traffic Scene Small Target Detection Method Based on YOLOv8n-SPTS Model for Autonomous Driving https://arxiv.org/abs/2512.09296 https://arxiv.org/pdf/2512.09296 https://arxiv.org/html/2512.09296
Jinpeng Lu, Linghan Cai, Yinda Chen, Guo Tang, Songhan Jiang, Haoyuan Shi, Zhiwei Xiong: Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation https://arxiv.org/abs/2509.22307 https://arxiv.org/pdf/2509.22307 https://arxiv.org/html/2509.22307
September 29, 2025 at 6:32 AM
Jinpeng Lu, Linghan Cai, Yinda Chen, Guo Tang, Songhan Jiang, Haoyuan Shi, Zhiwei Xiong: Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation https://arxiv.org/abs/2509.22307 https://arxiv.org/pdf/2509.22307 https://arxiv.org/html/2509.22307
Guo Tang, Songhan Jiang, Jinpeng Lu, Linghan Cai, Yongbing Zhang: IPGPhormer: Interpretable Pathology Graph-Transformer for Survival Analysis https://arxiv.org/abs/2508.12381 https://arxiv.org/pdf/2508.12381 https://arxiv.org/html/2508.12381
August 19, 2025 at 6:31 AM
Guo Tang, Songhan Jiang, Jinpeng Lu, Linghan Cai, Yongbing Zhang: IPGPhormer: Interpretable Pathology Graph-Transformer for Survival Analysis https://arxiv.org/abs/2508.12381 https://arxiv.org/pdf/2508.12381 https://arxiv.org/html/2508.12381
Cheng Zhang, Hongxia xie, Bin Wen, Songhan Zuo, Ruoxuan Zhang, Wen-huang Cheng: EmoArt: A Multidimensional Dataset for Emotion-Aware Artistic Generation https://arxiv.org/abs/2506.03652 https://arxiv.org/pdf/2506.03652 https://arxiv.org/html/2506.03652
June 5, 2025 at 6:06 AM
Cheng Zhang, Hongxia xie, Bin Wen, Songhan Zuo, Ruoxuan Zhang, Wen-huang Cheng: EmoArt: A Multidimensional Dataset for Emotion-Aware Artistic Generation https://arxiv.org/abs/2506.03652 https://arxiv.org/pdf/2506.03652 https://arxiv.org/html/2506.03652
"Sông Hàn Rực Sáng Với Bản Hòa Tấu Ánh Sáng Đỉnh Cao Từ Châu Âu – DIFF 2025" #SôngHàn #LễHộiPháoHoa #DIFF2025 #BồĐàoNha #Anh #NghệThuậtPháoHoa #ĐàNẵng
Sông Hàn rực sáng với bản hòa tấu ánh sáng giữa hai đội Bồ Đào Nha - Anh. Video: Duy Quốc. Với chủ đề “Phát triển bền vững”, đêm thi thứ tư của Lễ…
Sông Hàn rực sáng với bản hòa tấu ánh sáng giữa hai đội Bồ Đào Nha - Anh. Video: Duy Quốc. Với chủ đề “Phát triển bền vững”, đêm thi thứ tư của Lễ…
"Sông Hàn Rực Sáng Với Bản Hòa Tấu Ánh Sáng Đỉnh Cao Từ Châu Âu – DIFF 2025" #SôngHàn #LễHộiPháoHoa #DIFF2025 #BồĐàoNha #Anh #NghệThuậtPháoHoa #ĐàNẵng
Sông Hàn rực sáng với bản hòa tấu ánh sáng giữa hai đội Bồ Đào Nha - Anh. Video: Duy Quốc. Với chủ đề “Phát triển bền vững”, đêm thi thứ tư của Lễ hội pháo hoa quốc tế Đà Nẵng (DIFF 2025), đã mang đến cho khán giả những màn trình diễn mãn nhãn của hai đội thi châu Âu.
tiki.pro.vn
June 22, 2025 at 12:00 AM
"Sông Hàn Rực Sáng Với Bản Hòa Tấu Ánh Sáng Đỉnh Cao Từ Châu Âu – DIFF 2025" #SôngHàn #LễHộiPháoHoa #DIFF2025 #BồĐàoNha #Anh #NghệThuậtPháoHoa #ĐàNẵng
Sông Hàn rực sáng với bản hòa tấu ánh sáng giữa hai đội Bồ Đào Nha - Anh. Video: Duy Quốc. Với chủ đề “Phát triển bền vững”, đêm thi thứ tư của Lễ…
Sông Hàn rực sáng với bản hòa tấu ánh sáng giữa hai đội Bồ Đào Nha - Anh. Video: Duy Quốc. Với chủ đề “Phát triển bền vững”, đêm thi thứ tư của Lễ…
Jianbin Ji, Dawen Xu, Li Dong, Lin Yang, Songhan He
DINVMark: A Deep Invertible Network for Video Watermarking
https://arxiv.org/abs/2509.17416
DINVMark: A Deep Invertible Network for Video Watermarking
https://arxiv.org/abs/2509.17416
September 23, 2025 at 6:18 AM
Jianbin Ji, Dawen Xu, Li Dong, Lin Yang, Songhan He
DINVMark: A Deep Invertible Network for Video Watermarking
https://arxiv.org/abs/2509.17416
DINVMark: A Deep Invertible Network for Video Watermarking
https://arxiv.org/abs/2509.17416
by Hao Ding, Zihao Wang, Yongguang Zhang , Ji Li, Li Jia, Qiting Chen, Yanfeng Ding, and Songhan Wang
March 10, 2025 at 4:29 PM
by Hao Ding, Zihao Wang, Yongguang Zhang , Ji Li, Li Jia, Qiting Chen, Yanfeng Ding, and Songhan Wang
Jianbin Ji, Dawen Xu, Li Dong, Lin Yang, Songhan He: DINVMark: A Deep Invertible Network for Video Watermarking https://arxiv.org/abs/2509.17416 https://arxiv.org/pdf/2509.17416 https://arxiv.org/html/2509.17416
September 23, 2025 at 6:31 AM
Jianbin Ji, Dawen Xu, Li Dong, Lin Yang, Songhan He: DINVMark: A Deep Invertible Network for Video Watermarking https://arxiv.org/abs/2509.17416 https://arxiv.org/pdf/2509.17416 https://arxiv.org/html/2509.17416
Haidong Wang, Songhan Zhao, Lanhua Li, Bo Gu, Jing Xu, Shimin Gong, Jiawen Kang: Learning Joint Source-Channel Encoding in IRS-assisted Multi-User Semantic Communications https://arxiv.org/abs/2504.07498 https://arxiv.org/pdf/2504.07498 https://arxiv.org/html/2504.07498
April 11, 2025 at 6:02 AM
Haidong Wang, Songhan Zhao, Lanhua Li, Bo Gu, Jing Xu, Shimin Gong, Jiawen Kang: Learning Joint Source-Channel Encoding in IRS-assisted Multi-User Semantic Communications https://arxiv.org/abs/2504.07498 https://arxiv.org/pdf/2504.07498 https://arxiv.org/html/2504.07498
SpaCellAgent: A Self-Evolving LLM-Based Multi-Agent Framework for Trajectory Analysis
Songhan Wang et al.
#arXiv #cs.AI
Songhan Wang et al.
#arXiv #cs.AI
SpaCellAgent: A Self-Evolving LLM-Based Multi-Agent Framework for Trajectory Analysis
Spatial and Single-cell transcriptomics are transformative in deciphering cellular dynamics. As the fundamental paradigm for reconstructing cell developmental paths, trajectory inference (TI) is critical. However, existing methods require extensive manual intervention and proficiency in heterogeneo…
arxiv.org
July 9, 2026 at 10:23 PM
Yifan Yang, Aoyang FANG, Songhan Zhang, Pinjia He: Gleaner: A Semantically-Rich and Efficient Online Sampler for Microservice Diagnostics https://arxiv.org/abs/2604.16810 https://arxiv.org/pdf/2604.16810 https://arxiv.org/html/2604.16810
April 21, 2026 at 6:45 AM
Yifan Yang, Aoyang FANG, Songhan Zhang, Pinjia He: Gleaner: A Semantically-Rich and Efficient Online Sampler for Microservice Diagnostics https://arxiv.org/abs/2604.16810 https://arxiv.org/pdf/2604.16810 https://arxiv.org/html/2604.16810
Songhan Zhang, Aoyang Fang, Yifan Yang, Ruiyi Cheng, Xiaoying Tang, Pinjia He: DynaCausal: Dynamic Causality-Aware Root Cause Analysis for Distributed Microservices https://arxiv.org/abs/2510.22613 https://arxiv.org/pdf/2510.22613 https://arxiv.org/html/2510.22613
October 28, 2025 at 6:35 AM
Songhan Zhang, Aoyang Fang, Yifan Yang, Ruiyi Cheng, Xiaoying Tang, Pinjia He: DynaCausal: Dynamic Causality-Aware Root Cause Analysis for Distributed Microservices https://arxiv.org/abs/2510.22613 https://arxiv.org/pdf/2510.22613 https://arxiv.org/html/2510.22613
December 30, 2025 at 1:12 PM