Shengyang Sun

50 papers A* 9A 4B 2Journal 31Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing Weakly Supervised Multimodal Video Anomaly Detection through Text Guidance.
CoRR
Shengyang Sun, Jiashen Hua, Junyi Feng, Xiaojin Gong
2025 J jnl
A Pareto-based genetic algorithm for online task allocation in mobile crowdsensing.
Comput. Commun.
Xiangling Wu, Wenming Ma, Xiao Zhu, Shengyang Sun, Xiaoang Zhu
2025 J jnl
Activity-based capability updating method for task assignment in mobile crowdsensing.
Comput. Networks
Xiao Zhu, Wenming Ma, Xiangling Wu, Shengyang Sun, Xiaoang Zhu
2025 J jnl
Adversarial Training of Reward Models.
CoRR
Alexander Bukharin, Haifeng Qian, Shengyang Sun, Adithya Renduchintala, Soumye Singhal, Zhilin Wang, Oleksii Kuchaiev, Olivier Delalleau, Tuo Zhao
2025 J jnl
Delving Into Instance Modeling for Weakly Supervised Video Anomaly Detection.
IEEE Trans. Circuits Syst. Video Technol.
Shengyang Sun, Jiashen Hua, Junyi Feng, Dongxu Wei, Baisheng Lai, Xiaojin Gong
2025 J jnl
Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment.
CoRR
Shengyang Sun, Yian Zhang, Alexander Bukharin, David Mosallanezhad, Jiaqi Zeng, Soumye Singhal, Gerald Shen, Adithya Renduchintala, Tugrul Konuk, Yi Dong, Zhilin Wang, Dmitry Chichkov, Olivier Delalleau, Oleksii Kuchaiev
2024 J jnl
Event-driven weakly supervised video anomaly detection.
Image Vis. Comput.
Shengyang Sun, Xiaojin Gong
2024 A conf
Multi-scale Bottleneck Transformer for Weakly Supervised Multimodal Violence Detection.
ICME
Shengyang Sun, Xiaojin Gong
2024 J jnl
Multi-scale Bottleneck Transformer for Weakly Supervised Multimodal Violence Detection.
CoRR
Shengyang Sun, Xiaojin Gong
2024 J jnl
NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment.
CoRR
Gerald Shen, Zhilin Wang, Olivier Delalleau, Jiaqi Zeng, Yi Dong, Daniel Egert, Shengyang Sun, Jimmy J. Zhang, Sahil Jain, Ali Taghibakhshi, Markel Sanz Ausin, Ashwath Aithal, Oleksii Kuchaiev
2024 A* conf
TDSD: Text-Driven Scene-Decoupled Weakly Supervised Video Anomaly Detection.
ACM Multimedia
Shengyang Sun, Jiashen Hua, Junyi Feng, Dongxu Wei, Baisheng Lai, Xiaojin Gong
2023 A* conf
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection.
CVPR
Shengyang Sun, Xiaojin Gong
2023 J jnl
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection.
CoRR
Shengyang Sun, Xiaojin Gong
2023 A conf
Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection.
ICME
Shengyang Sun, Xiaojin Gong
2023 J jnl
Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection.
CoRR
Shengyang Sun, Xiaojin Gong
2022 — —
Function-Space Bayesian Learning: from Gaussian Processes to Bayesian Deep Learning
Shengyang Sun
2022 J jnl
In Situ Learning in Hardware Compatible Multilayer Memristive Spiking Neural Network.
IEEE Trans. Cogn. Dev. Syst.
Jiwei Li, Hui Xu, Shengyang Sun, Nan Li, Qingjiang Li, Zhiwei Li, Haijun Liu
2022 A* conf
Information-theoretic Online Memory Selection for Continual Learning.
ICLR
Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis K. Titsias
2022 J jnl
Information-theoretic Online Memory Selection for Continual Learning.
CoRR
Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis K. Titsias
2022 A* conf
Understanding the Variance Collapse of SVGD in High Dimensions.
ICLR
Jimmy Ba, Murat A. Erdogdu, Marzyeh Ghassemi, Shengyang Sun, Taiji Suzuki, Denny Wu, Tianzong Zhang
2021 A conf
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations?
AISTATS
Chaoqi Wang, Shengyang Sun, Roger B. Grosse
2021 J jnl
Binary Memristive Synapse Based Vector Neural Network Architecture and Its Application.
IEEE Trans. Circuits Syst. II Express Briefs
Haijun Liu, Shengyang Sun, Jianjun Liu, Qingjiang Li, Jietao Diao, Zhiwei Li
2021 J jnl
In-situ learning in multilayer locally-connected memristive spiking neural network.
Neurocomputing
Jiwei Li, Hui Xu, Shengyang Sun, Zhiwei Li, Qingjiang Li, Haijun Liu, Nan Li
2021 A* conf
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition.
ICML
Shengyang Sun, Jiaxin Shi, Andrew Gordon Wilson, Roger B. Grosse
2021 J jnl
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition.
CoRR
Shengyang Sun, Jiaxin Shi, Andrew Gordon Wilson, Roger B. Grosse
2020 J jnl
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations?
CoRR
Chaoqi Wang, Shengyang Sun, Roger B. Grosse
2020 J jnl
Enhanced Spiking Neural Network with forgetting phenomenon based on electronic synaptic devices.
Neurocomputing
Jiwei Li, Hui Xu, Shengyang Sun, Sen Liu, Nan Li, Qingjiang Li, Haijun Liu, Zhiwei Li
2019 J jnl
A memristor-based convolutional neural network with full parallelization architecture.
IEICE Electron. Express
Shengyang Sun, Zhiwei Li, Jiwei Li, Husheng Liu, Haijun Liu, Qingjiang Li
2019 — conf
Aggregated Momentum: Stability Through Passive Damping.
ICLR (Poster)
James Lucas, Shengyang Sun, Richard S. Zemel, Roger B. Grosse
2019 J jnl
Cascaded Architecture for Memristor Crossbar Array Based Larger-Scale Neuromorphic Computing.
IEEE Access
Shengyang Sun, Hui Xu, Jiwei Li, Qingjiang Li, Haijun Liu
2019 B conf
Cascaded Neural Network for Memristor based Neuromorphic Computing.
IJCNN
Shengyang Sun, Hui Xu, Jiwei Li, Haijun Liu, Qingjiang Li
2019 J jnl
Cases Study of Inputs Split Based Calibration Method for RRAM Crossbar.
IEEE Access
Shengyang Sun, Hui Xu, Jiwei Li, Zhiwei Li, Yi Sun, Qingjiang Li, Haijun Liu
2019 A* conf
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes.
NeurIPS
Jun Yang, Shengyang Sun, Daniel M. Roy
2019 J jnl
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes.
CoRR
Jun Yang, Shengyang Sun, Daniel M. Roy
2019 J jnl
Functional Variational Bayesian Neural Networks.
CoRR
Shengyang Sun, Guodong Zhang, Jiaxin Shi, Roger B. Grosse
2019 — conf
Functional variational Bayesian Neural Networks.
ICLR (Poster)
Shengyang Sun, Guodong Zhang, Jiaxin Shi, Roger B. Grosse
2019 J jnl
Quaternary synapses network for memristor-based spiking convolutional neural networks.
IEICE Electron. Express
Shengyang Sun, Jiwei Li, Zhiwei Li, Husheng Liu, Haijun Liu, Qingjiang Li
2018 A* conf
A Spectral Approach to Gradient Estimation for Implicit Distributions.
ICML
Jiaxin Shi, Shengyang Sun, Jun Zhu
2018 J jnl
A Spectral Approach to Gradient Estimation for Implicit Distributions.
CoRR
Jiaxin Shi, Shengyang Sun, Jun Zhu
2018 A* conf
Differentiable Compositional Kernel Learning for Gaussian Processes.
ICML
Shengyang Sun, Guodong Zhang, Chaoqi Wang, Wenyuan Zeng, Jiaman Li, Roger B. Grosse
2018 J jnl
Differentiable Compositional Kernel Learning for Gaussian Processes.
CoRR
Shengyang Sun, Guodong Zhang, Chaoqi Wang, Wenyuan Zeng, Jiaman Li, Roger B. Grosse
2018 — conf
Kernel Implicit Variational Inference.
ICLR (Poster)
Jiaxin Shi, Shengyang Sun, Jun Zhu
2018 B conf
Low-Consumption Neuromorphic Memristor Architecture Based on Convolutional Neural Networks.
IJCNN
Shengyang Sun, Jiwei Li, Zhiwei Li, Haijun Liu, Qingjiang Li, Hui Xu
2018 A* conf
Noisy Natural Gradient as Variational Inference.
ICML
Guodong Zhang, Shengyang Sun, David Duvenaud, Roger B. Grosse
2017 J jnl
Implicit Variational Inference with Kernel Density Ratio Fitting.
CoRR
Jiaxin Shi, Shengyang Sun, Jun Zhu
2017 A conf
Learning Structured Weight Uncertainty in Bayesian Neural Networks.
AISTATS
Shengyang Sun, Changyou Chen, Lawrence Carin
2017 J jnl
Noisy Natural Gradient as Variational Inference.
CoRR
Guodong Zhang, Shengyang Sun, David Duvenaud, Roger B. Grosse
2017 J jnl
ZhuSuan: A Library for Bayesian Deep Learning.
CoRR
Jiaxin Shi, Jianfei Chen, Jun Zhu, Shengyang Sun, Yucen Luo, Yihong Gu, Yuhao Zhou
2016 J jnl
On the Spectral Efficiency of Massive MIMO Systems With Low-Resolution ADCs.
IEEE Commun. Lett.
Jiayi Zhang, Linglong Dai, Shengyang Sun, Zhaocheng Wang
2015 J jnl
On the Spectral Efficiency of Massive MIMO Systems with Low-Resolution ADCs.
CoRR
Jiayi Zhang, Linglong Dai, Shengyang Sun, Zhaocheng Wang