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Zenan Li
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 28
Top Topics
Reinforcement Learning
Linear Classification
Markov Blanket
Error Reduction
Top Venues
CoRR
NeurIPS
ICLR
ESEC/SIGSOFT FSE
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Publications
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Zenan Li
,
Zehua Liu
,
Yuan Yao
,
Jingwei Xu
,
Taolue Chen
,
Xiaoxing Ma
,
Jian Lü
Learning with Logical Constraints but without Shortcut Satisfaction.
ICLR
(2023)
Zenan Li
,
Fan Nie
,
Qiao Sun
,
Fang Da
,
Hang Zhao
Uncertainty-Aware Decision Transformer for Stochastic Driving Environments.
CoRR
(2023)
Zenan Li
,
Yunpeng Huang
,
Zhaoyu Li
,
Yuan Yao
,
Jingwei Xu
,
Taolue Chen
,
Xiaoxing Ma
,
Jian Lu
Neuro-symbolic Learning Yielding Logical Constraints.
NeurIPS
(2023)
Zenan Li
,
Yuan Yao
,
Taolue Chen
,
Jingwei Xu
,
Chun Cao
,
Xiaoxing Ma
,
Jian Lü
Softened Symbol Grounding for Neuro-symbolic Systems.
ICLR
(2023)
Senrong Xu
,
Liangyue Li
,
Zenan Li
,
Yuan Yao
,
Feng Xu
,
Zulong Chen
,
Quan Lu
,
Hanghang Tong
On the Vulnerability of Graph Learning-based Collaborative Filtering.
ACM Trans. Inf. Syst.
41 (4) (2023)
Zenan Li
,
Maorun Zhang
,
Jingwei Xu
,
Yuan Yao
,
Chun Cao
,
Taolue Chen
,
Xiaoxing Ma
,
Jian Lu
Lightweight Approaches to DNN Regression Error Reduction: An Uncertainty Alignment Perspective.
ICSE
(2023)
Yunpeng Huang
,
Jingwei Xu
,
Zixu Jiang
,
Junyu Lai
,
Zenan Li
,
Yuan Yao
,
Taolue Chen
,
Lijuan Yang
,
Zhou Xin
,
Xiaoxing Ma
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey.
CoRR
(2023)
Jie Liu
,
Zufeng Pang
,
Zhiyong Li
,
Guilin Wen
,
Zhoucheng Su
,
Junfeng He
,
Kaiyue Liu
,
Dezheng Jiang
,
Zenan Li
,
Shouyan Chen
,
Yang Tian
,
Yi Min Xie
,
Zhenpei Wang
,
Zhuangjian Liu
OriWheelBot: An origami-wheeled robot.
CoRR
(2023)
Qitian Wu
,
Wentao Zhao
,
Zenan Li
,
David Wipf
,
Junchi Yan
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification.
CoRR
(2023)
Zenan Li
,
Fan Nie
,
Qiao Sun
,
Fang Da
,
Hang Zhao
Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills.
CoRR
(2023)
Han Lu
,
Zenan Li
,
Runzhong Wang
,
Qibing Ren
,
Xijun Li
,
Mingxuan Yuan
,
Jia Zeng
,
Xiaokang Yang
,
Junchi Yan
ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs.
ICLR
(2023)
Jian Xie
,
Jingwei Xu
,
Guochang Wang
,
Yuan Yao
,
Zenan Li
,
Chun Cao
,
Hanghang Tong
A Deep Learning Dataloader with Shared Data Preparation.
NeurIPS
(2022)
Zenan Li
,
Qitian Wu
,
Fan Nie
,
Junchi Yan
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs.
NeurIPS
(2022)
Han Lu
,
Zenan Li
,
Runzhong Wang
,
Qibing Ren
,
Junchi Yan
,
Xiaokang Yang
Mind Your Solver! On Adversarial Attack and Defense for Combinatorial Optimization.
CoRR
(2022)
Qitian Wu
,
Wentao Zhao
,
Zenan Li
,
David P. Wipf
,
Junchi Yan
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification.
NeurIPS
(2022)
Ruoxin Chen
,
Zenan Li
,
Jie Li
,
Chentao Wu
,
Junchi Yan
On Collective Robustness of Bagging Against Data Poisoning.
CoRR
(2022)
Ji Liu
,
Zenan Li
,
Yuan Yao
,
Feng Xu
,
Xiaoxing Ma
,
Miao Xu
,
Hanghang Tong
Fair Representation Learning: An Alternative to Mutual Information.
KDD
(2022)
Ruoxin Chen
,
Zenan Li
,
Jie Li
,
Junchi Yan
,
Chentao Wu
On Collective Robustness of Bagging Against Data Poisoning.
ICML
(2022)
Jingwei Xu
,
Siyuan Zhu
,
Zenan Li
,
Chang Xu
Joint Distribution across Representation Space for Out-of-Distribution Detection.
CoRR
(2021)
Jun Cai
,
Zeting Yu
,
Zenan Li
,
Han Han
,
Bo Zhang
,
Xiaodong Yi
A Network Topology Awareness Based Probabilistic Broadcast Protocol for Data Transmission in Mobile Ad Hoc Networks.
ICCCS
(2021)
Yingzhuo Yang
,
Zenan Li
,
Huiyan Wang
,
Chang Xu
,
Xiaoxing Ma
Towards effective metamorphic testing by algorithm stability for linear classification programs.
J. Syst. Softw.
180 (2021)
Yue-Huan Wang
,
Zenan Li
,
Jingwei Xu
,
Ping Yu
,
Taolue Chen
,
Xiaoxing Ma
Predicted Robustness as QoS for Deep Neural Network Models.
J. Comput. Sci. Technol.
35 (5) (2020)
Zenan Li
,
Xiaoxing Ma
,
Chang Xu
,
Jingwei Xu
,
Chun Cao
,
Jian Lu
Operational calibration: debugging confidence errors for DNNs in the field.
ESEC/SIGSOFT FSE
(2020)
Zenan Li
,
Xiaoxing Ma
,
Chang Xu
,
Jingwei Xu
,
Chun Cao
,
Jian Lü
Operational Calibration: Debugging Confidence Errors for DNNs in the Field.
CoRR
(2019)
Zenan Li
,
Xiaoxing Ma
,
Chang Xu
,
Chun Cao
,
Jingwei Xu
,
Jian Lü
Boosting operational DNN testing efficiency through conditioning.
ESEC/SIGSOFT FSE
(2019)
Yue-Huan Wang
,
Zenan Li
,
Jingwei Xu
,
Ping Yu
,
Xiaoxing Ma
Fast Robustness Prediction for Deep Neural Network.
Internetware
(2019)
Zenan Li
,
Xiaoxing Ma
,
Chang Xu
,
Chun Cao
,
Jingwei Xu
,
Jian Lu
Boosting Operational DNN Testing Efficiency through Conditioning.
CoRR
(2019)
Zenan Li
,
Xiaoxing Ma
,
Chang Xu
,
Chun Cao
Structural coverage criteria for neural networks could be misleading.
ICSE (NIER)
(2019)