Jinli Suo - RankMe

60 papers A* 12Misc 2Journal 42Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	COGS: A Causal Representation Learning Framework for Out-of-Distribution Generalization in Time Series. AAAI Xinxin Song, Yuxiao Cheng, Tingxiong Xiao, Jinli Suo
2026	J	`jnl`	MemPO: Self-Memory Policy Optimization for Long-Horizon Agents. CoRR Ruoran Li, Xinghua Zhang, Haiyang Yu, Shitong Duan, Xiang Li, Wenxin Xiang, Chonghua Liao, Xudong Guo, Yongbin Li, Jinli Suo
2026	J	`jnl`	UTA-Sign: Unsupervised thermal video augmentation via event-assisted traffic signage sketching. Pattern Recognit. Yuqi Han, Songqian Zhang, Weijian Su, Ke Li, Jiayu Yang, Jinli Suo, Qiang Zhang
2025	A*	`conf`	A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging. AAAI Ruoran Li, Runzhao Yang, Wenxin Xiang, Yuxiao Cheng, Tingxiong Xiao, Lu Yang, Jinli Suo
2025	J	`jnl`	A Self-explainable Model of Long Time Series by Extracting Informative Structured Causal Patterns. CoRR Ziqian Wang, Yuxiao Cheng, Jinli Suo
2025	J	`jnl`	A Unified Data-Driven Framework for Efficient Scientific Discovery. CoRR Tingxiong Xiao, Xinxin Song, Ziqian Wang, Boyang Zhang, Jinli Suo
2025	J	`jnl`	Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care. CoRR Yuxiao Cheng, Xinxin Song, Ziqian Wang, Qin Zhong, Kunlun He, Jinli Suo
2025	A*	`conf`	DVI: A Derivative-based Vision Network for INR. ICML Runzhao Yang, Xiaolong Wu, Zhihong Zhang, Fabian Zhang, Tingxiong Xiao, Zongren Li, Kunlun He, Jinli Suo
2025	J	`jnl`	Event-Enhanced Snapshot Compressive Videography at 10K FPS. IEEE Trans. Pattern Anal. Mach. Intell. Bo Zhang, Jinli Suo, Qionghai Dai
2025	A*	`conf`	FIND: A Framework for Discovering Formulas in Data. AAAI Tingxiong Xiao, Yuxiao Cheng, Jinli Suo
2025	—	`conf`	HeRIF: A Mixture-of-Experts Framework for Infrared and Visible Image Fusion with Heterogeneous Resolutions. PRCV (5) Songqian Zhang, Weijian Su, Lei Meng, Yuqi Han, Jinli Suo, Qiang Zhang
2025	J	`jnl`	Lightweight High-Speed Photography Built on Coded Exposure and Implicit Neural Representation of Videos. Int. J. Comput. Vis. Zhihong Zhang, Runzhao Yang, Jinli Suo, Yuxiao Cheng, Qionghai Dai
2025	J	`jnl`	OpenLens AI: Fully Autonomous Research Agent for Health Infomatics. CoRR Yuxiao Cheng, Jinli Suo
2025	J	`jnl`	Scale-GS: Efficient Scalable Gaussian Splatting via Redundancy-filtering Training on Streaming Content. CoRR Jiayu Yang, Weijian Su, Songqian Zhang, Yuqi Han, Jinli Suo, Qiang Zhang
2025	J	`jnl`	UTA-Sign: Unsupervised Thermal Video Augmentation via Event-Assisted Traffic Signage Sketching. CoRR Yuqi Han, Songqian Zhang, Weijian Su, Ke Li, Jiayu Yang, Jinli Suo, Qiang Zhang
2025	A*	`conf`	X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention. ICLR Xiaochen Zhao, Hongyi Xu, Guoxian Song, You Xie, Chenxu Zhang, Xiu Li, Linjie Luo, Jinli Suo, Yebin Liu
2025	J	`jnl`	X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention. CoRR Xiaochen Zhao, Hongyi Xu, Guoxian Song, You Xie, Chenxu Zhang, Xiu Li, Linjie Luo, Jinli Suo, Yebin Liu
2024	A*	`conf`	A Physics-Informed Low-Rank Deep Neural Network for Blind and Universal Lens Aberration Correction. CVPR Jin Gong, Runzhao Yang, Weihang Zhang, Jinli Suo, Qionghai Dai
2024	J	`jnl`	An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion. CoRR Bo Zhang, Yuqi Han, Jinli Suo, Qionghai Dai
2024	A*	`conf`	CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series. AAAI Yuxiao Cheng, Lianglong Li, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
2024	A*	`conf`	CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery. ICLR Yuxiao Cheng, Ziqian Wang, Tingxiong Xiao, Qin Zhong, Jinli Suo, Kunlun He
2024	J	`jnl`	Event-Enhanced Snapshot Compressive Videography at 10K FPS. CoRR Bo Zhang, Jinli Suo, Qionghai Dai
2024	J	`jnl`	HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field. ACM Trans. Graph. Xiaochen Zhao, Lizhen Wang, Jingxiang Sun, Hongwen Zhang, Jinli Suo, Yebin Liu
2024	J	`jnl`	HOPE: High-Order Polynomial Expansion of Black-Box Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Tingxiong Xiao, Weihang Zhang, Yuxiao Cheng, Jinli Suo
2024	—	`conf`	InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars. SIGGRAPH (Conference Paper Track) Xiaochen Zhao, Jingxiang Sun, Lizhen Wang, Jinli Suo, Yebin Liu
2024	J	`jnl`	Real-Time Sketching of Harshly Lit Driving Environment Perception by Neuromorphic Sensing. IEEE Trans. Intell. Veh. Yuqi Han, Jinli Suo, Bo Zhang, Jiachen Zhao, Yuxiao Cheng, Qionghai Dai
2024	A*	`conf`	SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations. AAAI Tingxiong Xiao, Runzhao Yang, Yuxiao Cheng, Jinli Suo
2024	J	`jnl`	UniCompress: Enhancing Multi-Data Medical Image Compression with Knowledge Distillation. CoRR Runzhao Yang, Yinda Chen, Zhihong Zhang, Xiaoyu Liu, Zongren Li, Kunlun He, Zhiwei Xiong, Jinli Suo, Qionghai Dai
2023	J	`jnl`	A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging. CoRR Ruoran Li, Runzhao Yang, Wenxin Xiang, Yuxiao Cheng, Tingxiong Xiao, Jinli Suo
2023	J	`jnl`	A complementary dual-backbone transformer extracting and fusing weak cues for object detection in extremely dark videos. Inf. Fusion Bo Zhang, Jinli Suo, Qionghai Dai
2023	J	`jnl`	A mutually boosting dual sensor computational camera for high quality dark videography. Inf. Fusion Yuxiao Cheng, Runzhao Yang, Zhihong Zhang, Jinli Suo, Qionghai Dai
2023	J	`jnl`	CUTS+: High-dimensional Causal Discovery from Irregular Time-series. CoRR Yuxiao Cheng, Lianglong Li, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
2023	A*	`conf`	CUTS: Neural Causal Discovery from Irregular Time-Series Data. ICLR Yuxiao Cheng, Runzhao Yang, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
2023	J	`jnl`	CUTS: Neural Causal Discovery from Irregular Time-Series Data. CoRR Yuxiao Cheng, Runzhao Yang, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
2023	J	`jnl`	CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery. CoRR Yuxiao Cheng, Ziqian Wang, Tingxiong Xiao, Qin Zhong, Jinli Suo, Kunlun He
2023	J	`jnl`	Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision. Proc. IEEE Jinli Suo, Weihang Zhang, Jin Gong, Xin Yuan, David J. Brady, Qionghai Dai
2023	J	`jnl`	DarkVision: A Benchmark for Low-light Image/Video Perception. CoRR Bo Zhang, Yuchen Guo, Runzhao Yang, Zhihong Zhang, Jiayi Xie, Jinli Suo, Qionghai Dai
2023	J	`jnl`	HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field. CoRR Xiaochen Zhao, Lizhen Wang, Jingxiang Sun, Hongwen Zhang, Jinli Suo, Yebin Liu
2023	J	`jnl`	HOPE: High-order Polynomial Expansion of Black-box Neural Networks. CoRR Tingxiong Xiao, Weihang Zhang, Yuxiao Cheng, Jinli Suo
2023	J	`jnl`	INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-Blind Image Deblurring in Low-Light Conditions. IEEE Trans. Image Process. Zhihong Zhang, Yuxiao Cheng, Jinli Suo, Liheng Bian, Qionghai Dai
2023	J	`jnl`	InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars. CoRR Xiaochen Zhao, Jingxiang Sun, Lizhen Wang, Jinli Suo, Yebin Liu
2023	Misc	`conf`	Learning Hybrid Representations of Semantics and Distortion for Blind Image Quality Assessment. ICASSP Xiaoqi Wang, Jian Xiong, Bo Li, Jinli Suo, Hao Gao
2023	J	`jnl`	Lightweight High-Speed Photography Built on Coded Exposure and Implicit Neural Representation of Videos. CoRR Zhihong Zhang, Runzhao Yang, Jinli Suo, Yuxiao Cheng, Qionghai Dai
2023	J	`jnl`	Retrieving Object Motions From Coded Shutter Snapshot in Dark Environment. IEEE Trans. Image Process. Kaiming Dong, Yuchen Guo, Runzhao Yang, Yuxiao Cheng, Jinli Suo, Qionghai Dai
2023	A*	`conf`	SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data. AAAI Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Qianni Cao, Jinyuan Qu, Jinli Suo, Qionghai Dai
2023	J	`jnl`	SHoP: A Deep Learning Framework for Solving High-order Partial Differential Equations. CoRR Tingxiong Xiao, Runzhao Yang, Yuxiao Cheng, Jinli Suo, Qionghai Dai
2023	Misc	`conf`	ψ-Net: Point Structural Information Network for No-Reference Point Cloud Quality Assessment. ICASSP Jian Xiong, Sifan Wu, Wang Luo, Jinli Suo, Hao Gao
2022	J	`jnl`	Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing. IEEE J. Sel. Top. Signal Process. Xin Yuan, David J. Brady, Jinli Suo, Henry Arguello, Miguel Rodrigues, Aggelos K. Katsaggelos
2022	J	`jnl`	INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions. CoRR Zhihong Zhang, Yuxiao Cheng, Jinli Suo, Liheng Bian, Qionghai Dai
2022	J	`jnl`	Plug-and-Play Algorithms for Video Snapshot Compressive Imaging. IEEE Trans. Pattern Anal. Mach. Intell. Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai
2022	J	`jnl`	SCI: A spectrum concentrated implicit neural compression for biomedical data. CoRR Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Qianni Cao, Jinyuan Qu, Jinli Suo, Qionghai Dai
2022	J	`jnl`	TINC: Tree-structured Implicit Neural Compression. CoRR Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Jinli Suo, Qionghai Dai
2022	—	`conf`	VERTEX: VEhicle Reconstruction and TEXture Estimation from a Single Image Using Deep Implicit Semantic Template Mapping. CICAI (1) Xiaochen Zhao, Zerong Zheng, Chaonan Ji, Zhenyi Liu, Siyou Lin, Tao Yu, Jinli Suo, Yebin Liu
2021	J	`jnl`	10-mega pixel snapshot compressive imaging with a hybrid coded aperture. CoRR Zhihong Zhang, Chao Deng, Yang Liu, Xin Yuan, Jinli Suo, Qionghai Dai
2021	J	`jnl`	Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision. CoRR Jinli Suo, Weihang Zhang, Jin Gong, Xin Yuan, David J. Brady, Qionghai Dai
2021	J	`jnl`	Plug-and-Play Algorithms for Video Snapshot Compressive Imaging. CoRR Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai
2021	J	`jnl`	Sinusoidal Sampling Enhanced Compressive Camera for High Speed Imaging. IEEE Trans. Pattern Anal. Mach. Intell. Chao Deng, Yuanlong Zhang, Yifeng Mao, Jingtao Fan, Jinli Suo, Zhili Zhang, Qionghai Dai
2021	A*	`conf`	Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution. ICCV Xiu Li, Jinli Suo, Weihang Zhang, Xin Yuan, Qionghai Dai
2021	J	`jnl`	Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution. CoRR Xiu Li, Jinli Suo, Weihang Zhang, Xin Yuan, Qionghai Dai
2019	—	`conf`	Spatial-Temporal Codec Accuracy Calibration for Multi-scale Giga-Pixel Macroscope. ICME Workshops Lei Wang, Jinli Suo, Jingtao Fan