Ziang Chen

74 papers A* 12A 2C 3Journal 45Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
CCAHCL: Multi-Level Hypergraph Contrastive Learning for Connected Component Awareness.
AAAI
Zhuo Li, Gengyu Lyu, Yuena Lin, Ziang Chen, Zhiyuan Ma, Zhen Yang, Zun Li
2026 J jnl
Exact Instance Compression for Convex Empirical Risk Minimization via Color Refinement.
CoRR
Bryan Zhu, Ziang Chen
2026 J jnl
Regularity of Second-Order Elliptic PDEs in Spectral Barron Spaces.
CoRR
Ziang Chen, Liqiang Huang, Mengxuan Yang, Shengxuan Zhou
2025 J jnl
A method for improving multilingual quality and diversity of instruction fine-tuning datasets.
CoRR
Chunguang Zhao, Yilun Liu, Pufan Zeng, Yuanchang Luo, Shimin Tao, Minggui He, Weibin Meng, Song Xu, Ziang Chen, Chen Liu, Hongxia Ma, Li Zhang, Boxing Chen, Daimeng Wei
2025 J jnl
Aegis: Automated Error Generation and Identification for Multi-Agent Systems.
CoRR
Fanqi Kong, Ruijie Zhang, Huaxiao Yin, Guibin Zhang, Xiaofei Zhang, Ziang Chen, Zhaowei Zhang, Xiaoyuan Zhang, Song-Chun Zhu, Xue Feng
2025 J jnl
Barron Space Representations for Elliptic PDEs with Homogeneous Boundary Conditions.
CoRR
Ziang Chen, Liqiang Huang
2025 A* conf
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs.
ICML
Ziang Chen, Xiaohan Chen, Jialin Liu, Xinshang Wang, Wotao Yin
2025 J jnl
LogEval: A comprehensive benchmark suite for LLMs in log analysis.
Empir. Softw. Eng.
Tianyu Cui, Shiyu Ma, Ziang Chen, Tong Xiao, Chenyu Zhao, Shimin Tao, Yilun Liu, Shenglin Zhang, Duoming Lin, Changchang Liu, Yuzhe Cai, Weibin Meng, Yongqian Sun, Dan Pei
2025 J jnl
LogPurge: Log Data Purification for Anomaly Detection via Rule-Enhanced Filtering.
CoRR
Shenglin Zhang, Ziang Chen, Zijing Que, Yilun Liu, Yongqian Sun, Sicheng Wei, Dan Pei, Hailin Li
2025 A* conf
On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation.
ICLR
Xinyu Ye, Hao Xiong, Jianhao Huang, Ziang Chen, Jia Wang, Junchi Yan
2025 J jnl
On the Expressive Power of Subgraph Graph Neural Networks for Graphs with Bounded Cycles.
CoRR
Ziang Chen, Qiao Zhang, Runzhong Wang
2025 A conf
Optimal Synthesis of Memristive Mixed-Mode Circuits.
DATE
Ilia Polian, Xianyue Zhao, Li-Wei Chen, Felix Bayhurst, Ziang Chen, Heidemarie Schmidt, Nan Du
2025 J jnl
R-Log: Incentivizing Log Analysis Capability in LLMs via Reasoning-based Reinforcement Learning.
CoRR
Yilun Liu, Ziang Chen, Song Xu, Minggui He, Shimin Tao, Weibin Meng, Yuming Xie, Tao Han, Chunguang Zhao, Jingzhou Du, Daimeng Wei, Shenglin Zhang, Yongqian Sun
2025 J jnl
Randomized coordinate gradient descent almost surely escapes strict saddle points.
CoRR
Ziang Chen, Yingzhou Li, Zihao Li
2025 J jnl
RationAnomaly: Log Anomaly Detection with Rationality via Chain-of-Thought and Reinforcement Learning.
CoRR
Song Xu, Yilun Liu, Minggui He, Mingchen Dai, Ziang Chen, Chunguang Zhao, Jingzhou Du, Shimin Tao, Weibin Meng, Shenglin Zhang, Yongqian Sun, Boxing Chen, Daimeng Wei
2025 J jnl
Residual connections provably mitigate oversmoothing in graph neural networks.
CoRR
Ziang Chen, Zhengjiang Lin, Shi Chen, Yury Polyanskiy, Philippe Rigollet
2025 — conf
SCFormer: Structured Channel-Wise Transformer with Cumulative Historical State for Multivariate Time Series Forecasting.
DASFAA (2)
Shiwei Guo, Ziang Chen, Yupeng Ma, Yunfei Han, Yi Wang
2025 J jnl
SCFormer: Structured Channel-wise Transformer with Cumulative Historical State for Multivariate Time Series Forecasting.
CoRR
Shiwei Guo, Ziang Chen, Yupeng Ma, Yunfei Han, Yi Wang
2025 J jnl
ToMPO: Training LLM Strategic Decision Making from a Multi-Agent Perspective.
CoRR
Yiwen Zhang, Ziang Chen, Fanqi Kong, Yizhe Huang, Xue Feng
2025 J jnl
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making.
CoRR
Yitong Luo, Hou Hei Lam, Ziang Chen, Zhenliang Zhang, Xue Feng
2025 J jnl
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making.
CoRR
Yitong Luo, Ziang Chen, Hou Hei Lam, Jiayu Zhan, Junqi Wang, Zhenliang Zhang, Xue Feng
2024 J jnl
CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping.
IEEE Trans. Multim.
Linfeng Tang, Ziang Chen, Jun Huang, Jiayi Ma
2024 A* conf
Certified Machine Unlearning via Noisy Stochastic Gradient Descent.
NeurIPS
Eli Chien, Haoyu Wang, Ziang Chen, Pan Li
2024 J jnl
Construction of key parameter change model of human-computer interaction for intelligent decision-making under the condition of long time voyage.
Evol. Intell.
Ning Li, Xingjiang Chen, Ziang Chen, Lulu Jiang, Li Wang, Jincai Huang, Guangquan Cheng
2024 A* conf
Efficient Algorithms for Sum-Of-Minimum Optimization.
ICML
Lisang Ding, Ziang Chen, Xinshang Wang, Wotao Yin
2024 A* conf
End-to-End AutoML for Unsupervised Log Anomaly Detection.
ASE
Shenglin Zhang, Yuhe Ji, Jiaqi Luan, Xiaohui Nie, Ziang Chen, Minghua Ma, Yongqian Sun, Dan Pei
2024 J jnl
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs.
CoRR
Ziang Chen, Xiaohan Chen, Jialin Liu, Xinshang Wang, Wotao Yin
2024 J jnl
Fully discretized Sobolev gradient flow for the Gross-Pitaevskii eigenvalue problem.
CoRR
Ziang Chen, Jianfeng Lu, Yulong Lu, Xiangxiong Zhang
2024 A* conf
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning.
NeurIPS
Eli Chien, Haoyu Wang, Ziang Chen, Pan Li
2024 J jnl
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning.
CoRR
Eli Chien, Haoyu Wang, Ziang Chen, Pan Li
2024 J jnl
LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis.
CoRR
Tianyu Cui, Shiyu Ma, Ziang Chen, Tong Xiao, Shimin Tao, Yilun Liu, Shenglin Zhang, Duoming Lin, Changchang Liu, Yuzhe Cai, Weibin Meng, Yongqian Sun, Dan Pei
2024 A* conf
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input.
NeurIPS
Ziang Chen, Rong Ge
2024 J jnl
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input.
CoRR
Ziang Chen, Rong Ge
2024 J jnl
On the Convergence of Sobolev Gradient Flow for the Gross-Pitaevskii Eigenvalue Problem.
SIAM J. Numer. Anal.
Ziang Chen, Jianfeng Lu, Yulong Lu, Xiangxiong Zhang
2024 J jnl
One-Dimensional Tensor Network Recovery.
SIAM J. Matrix Anal. Appl.
Ziang Chen, Jianfeng Lu, Anru Zhang
2024 J jnl
PTET: A progressive token exchanging transformer for infrared and visible image fusion.
Image Vis. Comput.
Jun Huang, Ziang Chen, Yong Ma, Fan Fan, Linfeng Tang, Xinyu Xiang
2024 C conf
Realization of Reading-based Ternary Łukasiewicz Logic using Memristive Devices.
ISCAS
Feng Liu, Xianyue Zhao, Ziang Chen, Christopher Bengel, Nan Du, Stephan Menzel
2024 A* conf
Rethinking the Capacity of Graph Neural Networks for Branching Strategy.
NeurIPS
Ziang Chen, Jialin Liu, Xiaohan Chen, Xinshang Wang, Wotao Yin
2024 J jnl
Rethinking the Capacity of Graph Neural Networks for Branching Strategy.
CoRR
Ziang Chen, Jialin Liu, Xiaohan Chen, Xinshang Wang, Wotao Yin
2024 J jnl
Stochastic Gradient Langevin Unlearning.
CoRR
Eli Chien, Haoyu Wang, Ziang Chen, Pan Li
2023 J jnl
Exploiting community and structural hole spanner for influence maximization in social networks.
Expert Syst. J. Knowl. Eng.
Xiao Li, Ziang Chen
2023 — conf
Exploring Gate-Diversity Enabled by Reconfigurable Memristive Technology.
ICECS
Sebastian Brandhofer, Ziang Chen, Li-Wei Chen, Xianyue Zhao, Nan Du, Ilia Polian
2023 A conf
HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted Stochastic Gradient Descent.
AISTATS
Ziang Chen, Jianfeng Lu, Huajie Qian, Xinshang Wang, Wotao Yin
2023 — conf
Image Reconstruction Based on Newton-Raphson Method for Magnetic Particle Imaging.
IST
Mingyang Zhao, Ziang Chen, Jian Zhang, Yaoyao Chen, Ying Wang, Lijun Xu, Jing Zhong, Shijie Sun
2023 A* conf
On Representing Linear Programs by Graph Neural Networks.
ICLR
Ziang Chen, Jialin Liu, Xinshang Wang, Wotao Yin
2023 A* conf
On Representing Mixed-Integer Linear Programs by Graph Neural Networks.
ICLR
Ziang Chen, Jialin Liu, Xinshang Wang, Wotao Yin
2023 J jnl
On Side-Channel Analysis of Memristive Cryptographic Circuits.
IEEE Trans. Inf. Forensics Secur.
Li-Wei Chen, Ziang Chen, Werner Schindler, Xianyue Zhao, Heidemarie Schmidt, Nan Du, Ilia Polian
2023 J jnl
On the Global Convergence of Randomized Coordinate Gradient Descent for Nonconvex Optimization.
SIAM J. Optim.
Ziang Chen, Yingzhou Li, Jianfeng Lu
2023 J jnl
On the convergence of Sobolev gradient flow for the Gross-Pitaevskii eigenvalue problem.
CoRR
Ziang Chen, Jianfeng Lu, Yulong Lu, Xiangxiong Zhang
2023 J jnl
Power-balanced Memristive Cryptographic Implementation Against Side Channel Attacks.
CoRR
Ziang Chen, Li-Wei Chen, Xianyue Zhao, Kefeng Li, Heidemarie Schmidt, Ilia Polian, Nan Du
2023 — conf
Realization of Ternary Łukasiewicz Logic using BiFeO3-based Memristive Devices.
ICECS
Feng Liu, Xianyue Zhao, Ziang Chen, Christopher Bengel, Nan Du, Stephan Menzel
2023 — conf
Side-channel Attacks on Memristive Circuits Under External Disturbances.
ATS
Li-Wei Chen, Xianyue Zhao, Ziang Chen, Nan Du, Ilia Polian
2023 J jnl
Ternary Łukasiewicz logic using memristive devices.
Neuromorph. Comput. Eng.
Christopher Bengel, Feng Liu, Ziang Chen, Xianyue Zhao, Rainer Waser, Heidemarie Schmidt, Nan Du, Stephan Menzel
2022 J jnl
A Pyramid Semi-Autoregressive Transformer with Rich Semantics for Sign Language Production.
Sensors
Zhenchao Cui, Ziang Chen, Zhaoxin Li, Zhaoqi Wang
2022 J jnl
A Regularity Theory for Static Schrödinger Equations on R
CoRR
Ziang Chen, Jianfeng Lu, Yulong Lu, Shengxuan Zhou
2022 J jnl
Dual reparametrized Variational Generative Model for Time-Series Forecasting.
CoRR
Ziang Chen
2022 — conf
Influence of color lightness change on personnel identification performance in ship background environment for a long time.
EITCE
Ziang Chen, Chao Yang, Kaili Yin
2022 J jnl
On Representing Linear Programs by Graph Neural Networks.
CoRR
Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, Wotao Yin
2022 J jnl
On Representing Mixed-Integer Linear Programs by Graph Neural Networks.
CoRR
Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, Wotao Yin
2022 J jnl
One-dimensional Tensor Network Recovery.
CoRR
Ziang Chen, Jianfeng Lu, Anru R. Zhang
2022 — conf
Participatory Design of External HMI Based on Explicit Human-Vehicle Interaction Features.
DSIE
Ziang Chen, Juanfang Xu, Zheng Liu, ZhongLiang Wei, Miaosen Gong
2022 J jnl
Physics inspired compact modelling of BiFeO$_3$ based memristors for hardware security applications.
CoRR
Sahitya Yarragolla, Nan Du, Torben Hemke, Xianyue Zhao, Ziang Chen, Ilia Polian, Thomas Mussenbrock
2022 — conf
Realization of Memristor-aided Logic Gates with Analog Memristive Devices.
MOCAST
Hao Cai, Ziang Chen, Xianyue Zhao, Christopher Bengel, Feng Liu, Heidemarie Schmidt, Stephan Menzel, Nan Du
2022 J jnl
Spatial-Temporal Graph Transformer With Sign Mesh Regression for Skinned-Based Sign Language Production.
IEEE Access
Zhenchao Cui, Ziang Chen, Zhaoxin Li, Zhaoqi Wang
2022 — conf
Study on the Sailors' Athletic Ability Change Rule of Long-Time Simulated Voyage.
HCI (18)
Chi Zhang, Si Li, Yulin Zhang, Xin Wang, Jin Liang, Yang Yu, Liang Zhang, Chao Yang, Ziang Chen, Qianfei Chen
2021 C conf
AABC: ALBERT-BiLSTM-CRF Combining with Adapters.
KSEM
Jiayan Wang, Ziang Chen, Juchuan Niu, Yonggang Zhang
2021 A* conf
On the Representation of Solutions to Elliptic PDEs in Barron Spaces.
NeurIPS
Ziang Chen, Jianfeng Lu, Yulong Lu
2021 J jnl
On the Representation of Solutions to Elliptic PDEs in Barron Spaces.
CoRR
Ziang Chen, Jianfeng Lu, Yulong Lu
2021 J jnl
On the global convergence of randomized coordinate gradient descent for non-convex optimization.
CoRR
Ziang Chen, Yingzhou Li, Jianfeng Lu
2021 — conf
Updating Parameters of Fitts' Law Based on Multi Monitor Command and Control System.
AHFE (7)
Xingjiang Chen, Ning Li, Yanghe Feng, Ziang Chen, Lulu Jiang, Li Wang
2020 — conf
Research on Eye Movement Parameters of Command and Control System Operator Based on Emma Model.
AHFE (7)
Ning Li, Tuoyang Zhou, Jinshou Shi, Ziang Chen, Jincai Huang, Yanghe Feng
2020 J jnl
Tensor Ring Decomposition: Optimization Landscape and One-loop Convergence of Alternating Least Squares.
SIAM J. Matrix Anal. Appl.
Ziang Chen, Yingzhou Li, Jianfeng Lu
2019 — conf
Study on Eye Movement Behavior of Interface Complexity.
IHSED
Kaili Yin, Yingwei Zhou, Ning Li, Ziang Chen, Jinshou Shi
2015 C conf
A 12A 50V half-bridge gate driver for enhancement-mode GaN HEMTs with digital dead-time correction.
ISCAS
Ziang Chen, Yat-To Wong, Tak-Sang Yim, Wing-Hung Ki