Chen Ma

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 57

Top Topics

Reinforcement Learning

Top Venues

Multim. Tools Appl.

Publications

Lei Wang, Chen Ma, Xian Wu, Zhaopeng Qiu, Yefeng Zheng, Xu Chen
Causally Debiased Time-aware Recommendation. WWW (2024)
Chen Ma, Ningfei Wang, Qi Alfred Chen, Chao Shen
SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples. AAAI (2024)
Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Jirong Wen
A survey on large language model based autonomous agents. Frontiers Comput. Sci. 18 (6) (2024)
Chen Ma, Ningfei Wang, Zhengyu Zhao, Qian Wang, Qi Alfred Chen, Chao Shen
ControlLoc: Physical-World Hijacking Attack on Visual Perception in Autonomous Driving. CoRR (2024)
Mira Slavcheva, Dave Gausebeck, Kevin Chen, David Buchhofer, Azwad Sabik, Chen Ma, Sachal Dhillon, Olaf Brandt, Alan Dolhasz
An Empty Room is All We Want: Automatic Defurnishing of Indoor Panoramas. CoRR (2024)
Liewang Cao, Chen Ma, Haobo Jiao, Wenzheng Ma, Lihong Wang, Chengsong Li
Construction and testing of an empirical model for calculating the tumbled range of dry prickly ash particles on the separation belt. Comput. Electron. Agric. 218 (2024)
Chen Ma, Zhengxing Sun, Chengfeng Ruan
Style creation: multiple styles transfer with incremental learning and distillation loss. Multim. Tools Appl. 83 (10) (2024)
Zeyu Zhang, Xiaohe Bo, Chen Ma, Rui Li, Xu Chen, Quanyu Dai, Jieming Zhu, Zhenhua Dong, Ji-Rong Wen
A Survey on the Memory Mechanism of Large Language Model based Agents. CoRR (2024)
Yanming Liu, Xinyue Peng, Jiannan Cao, Yuwei Zhang, Chen Ma, Songhang Deng, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du
MemDPT: Differential Privacy for Memory Efficient Language Models. CoRR (2024)
Hang Li, Chen Ma, Xi Chen, Xue Liu
Dynamic Consolidation for Continual Learning. Neural Comput. 35 (2) (2023)
Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Jun Yan, Boyu Wang, Xue Liu
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation. CoRR (2023)
Chen Ma, Junjun Jiang, Huayi Li, Wenxue Cui, Guoyuan Li
Progressive Token Reduction and Compensation for Hyperspectral Image Representation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Qingliang Zeng, Chen Ma, Zhaosheng Meng, Penghui Xu, Xiaowan Lei
Analysis of Mechanical-Hydraulic Cooperative Response of Hydraulic Support Under Roof Rotary Impact. IEEE Access 11 (2023)
Chen Ma, Ningfei Wang, Qi Alfred Chen, Chao Shen
SlowTrack: Increasing the Latency of Camera-based Perception in Autonomous Driving Using Adversarial Examples. CoRR (2023)
Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Ji-Rong Wen
A Survey on Large Language Model based Autonomous Agents. CoRR (2023)
Dongyang Zhao, Kaijing Guo, Qian Zhang, Yan Wu, Chen Ma, Wenyi He, Xiangju Jin, Xinyu Zhang, Yanan Wang, Sheng Lin, Hongcai Shang
Mechanism of XiJiaQi in the treatment of chronic heart failure: Integrated analysis by pharmacoinformatics, molecular dynamics simulation, and SPR validation. Comput. Biol. Medicine 166 (2023)
Shengyin Sun, Yuxiang Ren, Chen Ma, Xuecang Zhang
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs. CoRR (2023)
Ge Jin, Wenrui Yan, Chen Ma, Lei Guan
Post-Processing Algorithm for Workplace Safety Risk Monitoring System Based on Deep-Learning Models. ICSRS (2023)
Xiong-Hui Chen, Bowei He, Yang Yu, Qingyang Li, Zhiwei Tony Qin, Wenjie Shang, Jieping Ye, Chen Ma
Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems. CoRR (2023)
Wenxue Cui, Xingtao Wang, Xiaopeng Fan, Shaohui Liu, Chen Ma, Debin Zhao
G2-DUN: Gradient Guided Deep Unfolding Network for Image Compressive Sensing. ACM Multimedia (2023)
Zexu Sun, Bowei He, Jinxin Liu, Xu Chen, Chen Ma, Shuai Zhang
Offline Imitation Learning with Variational Counterfactual Reasoning. NeurIPS (2023)
Chen Ma, Yuhong Chi, Donglai Hao, Xiongfei Ji
A New Approach Based on Feature Selection of Light Gradient Boosting Machine and Transformer to Predict circRNA-Disease Associations. IEEE Access 11 (2023)
Dan Liu, Xi Chen, Chen Ma, Xue Liu
Hyperspherical Quantization: Toward Smaller and More Accurate Models. WACV (2023)
Fuyuan Lyu, Xing Tang, Dugang Liu, Chen Ma, Weihong Luo, Liang Chen, Xiuqiang He, Xue (Steve) Liu
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network. NeurIPS (2023)
Minyu Chen, Guoqiang Li, Chen Ma, Jingyang Li, Hongfei Fu
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories. COLING (2022)
Mingyuan Peng, Guoyuan Li, Xiaoqing Zhou, Chen Ma, Lifu Zhang, Xia Zhang, Kun Shang
A Registration-Error-Resistant Swath Reconstruction Method of ZY1-02D Satellite Hyperspectral Data Using SRE-ResNet. Remote. Sens. 14 (22) (2022)
Chen Ma, Junjun Jiang, Huayi Li, Xiaoguang Mei, Chengchao Bai
Hyperspectral Image Classification via Spectral Pooling and Hybrid Transformer. Remote. Sens. 14 (19) (2022)
Chen Ma, Zhengxing Sun
Multilayered stitch generating for random-needle embroidery. Vis. Comput. 38 (11) (2022)
Chen Ma, Yuhong Chi
KNN Normalized Optimization and Platform Tuning Based on Hadoop. IEEE Access 10 (2022)
Can Chen, Xi Chen, Chen Ma, Zixuan Liu, Xue Liu
Gradient-based Bi-level Optimization for Deep Learning: A Survey. CoRR (2022)
Dan Liu, Xi Chen, Chen Ma, Xue Liu
Hyperspherical Quantization: Toward Smaller and More Accurate Models. CoRR (2022)
Yinpeng Dong, Peng Chen, Senyou Deng, Lianji L, Yi Sun, Hanyu Zhao, Jiaxing Li, Yunteng Tan, Xinyu Liu, Yangyi Dong, Enhui Xu, Jincai Xu, Shu Xu, Xuelin Fu, Changfeng Sun, Haoliang Han, Xuchong Zhang, Shen Chen, Zhimin Sun, Junyi Cao, Taiping Yao, Shouhong Ding, Yu Wu, Jian Lin, Tianpeng Wu, Ye Wang, Yu Fu, Lin Feng, Kangkang Gao, Zeyu Liu, Yuanzhe Pang, Chengqi Duan, Huipeng Zhou, Yajie Wang, Yuhang Zhao, Shangbo Wu, Haoran Lyu, Zhiyu Lin, Yifei Gao, Shuang Li, Haonan Wang, Jitao Sang, Chen Ma, Junhao Zheng, Yijia Li, Chao Shen, Chenhao Lin, Zhichao Cui, Guoshuai Liu, Huafeng Shi, Kun Hu, Mengxin Zhang
Artificial Intelligence Security Competition (AISC). CoRR (2022)
Chen Ma, Yuhong Chi
Evaluation Test and Improvement of Load Balancing Algorithms of Nginx. IEEE Access 10 (2022)
Mei Wang, Chen Ma, Li Zhan-Li, Siming Zhang, Yuancheng Li
Alertness Estimation Using Connection Parameters of the Brain Network. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Haolun Wu, Yansen Zhang, Chen Ma, Fuyuan Lyu, Fernando Diaz, Xue Liu
A Survey of Diversification Techniques in Search and Recommendation. CoRR (2022)
Junfeng Xu, Zhengxing Sun, Chen Ma
Crowd aware summarization of surveillance videos by deep reinforcement learning. Multim. Tools Appl. 80 (4) (2021)
Zhi-Chao Sha, Zhang-Meng Liu, Chen Ma, Jun Chen
Feature selection for multi-label classification by maximizing full-dimensional conditional mutual information. Appl. Intell. 51 (1) (2021)
Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu
Multi-FR: A Multi-Objective Optimization Method for Achieving Two-sided Fairness in E-commerce Recommendation. CoRR (2021)
Liangliang Shang, Kexin Shi, Chen Ma, Aibing Qiu, Liang Hua
Fault Detection and Identification Based on Explicit Polynomial Mapping and Combined Statistic in Nonlinear Dynamic Processes. IEEE Access 9 (2021)
Chee Jen Ngeh, Chen Ma, Tommy Kuan-Wei Ho, Yuntao Wang, John Raiti
Deep Learning on Edge Device for Early Prescreening of Skin Cancers in Rural Communities. GHTC (2020)
Chen Ma, Dylan R. Ashley, Junfeng Wen, Yoshua Bengio
Universal Successor Features for Transfer Reinforcement Learning. CoRR (2020)
Chen Ma
The Hitchhiker's Guide to LDA. CoRR (2019)
Chenjun Xiao, Yifan Wu, Chen Ma, Dale Schuurmans, Martin Müller
Learning to Combat Compounding-Error in Model-Based Reinforcement Learning. CoRR (2019)
Chen Ma, Zhengxing Sun
StitchGeneration: Modeling and creation of random-needle embroidery based on Markov chain model. Multim. Tools Appl. 78 (23) (2019)
Meng Du, Jia-Kai Chou, Chen Ma, Senthil K. Chandrasegaran, Kwan-Liu Ma
Exploring the Role of Sound in Augmenting Visualization to Enhance User Engagement. PacificVis (2018)
Xirui Xian, Mingchuan Yang, Chen Ma, Ran Bi
Channel Modelling of Dual-Polarized Mobile Satellite MIMO Communication System. CSPS (1) (2018)
Chen Ma, Zhengxing Sun, Hao Wu, Yuqi Guo
Stitches Generation for Random-Needle Embroidery Based on Markov Chain Model. PCM (3) (2018)
Chen Ma, Jin Li, Dongyang Wang
Optimal Evaluation Index System and Benefit Evaluation Model for Agricultural Informatization in Beijing. Int. J. Robotics Autom. 33 (1) (2018)
Chen Ma, Junfeng Wen, Yoshua Bengio
Universal Successor Representations for Transfer Reinforcement Learning. ICLR (Workshop) (2018)
Shiqiang Zheng, Jingyu Yang, Xinda Song, Chen Ma
Tracking Compensation Control for Nutation Mode of High-Speed Rotors With Strong Gyroscopic Effects. IEEE Trans. Ind. Electron. 65 (5) (2018)
Chen Ma, Junfeng Wen, Yoshua Bengio
Universal Successor Representations for Transfer Reinforcement Learning. CoRR (2018)
Zhe Li, Tianfan Zhang, Chen Ma, Huxiong Li, Xiaozhi Li
Robust Passivity Control for 2-D Uncertain Markovian Jump Linear Discrete-Time Systems. IEEE Access 5 (2017)
Shichao Yang, Sandeep Konam, Chen Ma, Stephanie Rosenthal, Manuela M. Veloso, Sebastian A. Scherer
Obstacle Avoidance through Deep Networks based Intermediate Perception. CoRR (2017)
Zhizhen Zhong, Nan Hua, Massimo Tornatore, Yao Li, Haijiao Liu, Chen Ma, Yanhe Li, Xiaoping Zheng, Biswanath Mukherjee
Energy Efficiency and Blocking Reduction for Tidal Traffic via Stateful Grooming in IP-Over-Optical Networks. JOCN 8 (3) (2016)
Kewei Yang, Zhengxing Sun, Chen Ma, Wei Yang
Paint with Stitches: A Random-needle Embroidery Rendering Method. CGI (Short Papers) (2016)
S. Sedef Savas, Chen Ma, Massimo Tornatore, Biswanath Mukherjee
Backup reprovisioning with partial protection for disaster-survivable software-defined optical networks. Photonic Netw. Commun. 31 (2) (2016)
Chen Ma, Carlos Colman Meixner, Massimo Tornatore, Yongli Zhao, Jie Zhang, Biswanath Mukherjee
Multiple traveling repairmen problem with virtual networks for post-disaster resilience. ICC (2016)
Chen Ma, Jie Zhang, Yongli Zhao, Zilian Jin, Yachao Shi, Yang Wang, Meng Yin
Bandwidth-adaptability protection with content connectivity against disaster in elastic optical datacenter networks. Photonic Netw. Commun. 30 (2) (2015)
Chen Ma, Jie Zhang, Yongli Zhao, M. Farhan Habib, S. Sedef Savas, Biswanath Mukherjee
Traveling Repairman Problem for Optical Network Recovery to Restore Virtual Networks After a Disaster [Invited]. JOCN 7 (11) (2015)
Chen Ma, Jie Zhang, Yongli Zhao, M. Farhan Habib
Scheme for optical network recovery schedule to restore virtual networks after a disaster. OFC (2015)
Chen Ma, Jie Zhang, Yongli Zhao, Jian Yuan, Yachao Shi, Shanguo Huang, Wanyi Gu
Preconfigured Ball (p-Ball) Protection Method With Minimum Backup Links for Dual-Link Failure in Optical Mesh Networks. IEEE Commun. Lett. 19 (3) (2015)
Xue-Bo Chen, Chen Ma
Coordinated control of a four-area power system under structural perturbation. ASCC (2013)
Chen Ma, Dieter Bothe
Numerical modeling of thermocapillary two-phase flows with evaporation using a two-scalar approach for heat transfer. J. Comput. Phys. 233 (2013)
Jingchun Chen, Pushkaraj Koyalkar, Brian Myers, Chen Ma, Vladimir Bubelev, Selnur Erdal, Jing Ding, Jyoti Kamal
Dimensional Modeling at OSUWMC Information Warehouse Helped Pharmacists Track Activity and Inventory. AMIA (2012)
Tianmiao Wang, Zhenyun Shi, Da Liu, Chen Ma, Zhen-hua Zhang
An Accurately Controlled Antagonistic Shape Memory Alloy Actuator with Self-Sensing. Sensors 12 (6) (2012)