Tianze Wang

According to our database, Tianze Wang authored at least 51 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer.

Zhang Zhang, Chao Sun, Chao Yue, Da Wen, Yujie Chen, Tianze Wang, Jianghao Leng

IEEE Trans. Intell. Transp. Syst., April, 2026

BenchGuard: Who Guards the Benchmarks? Automated Auditing of LLM Agent Benchmarks.

Xinming Tu, Tianze Wang, Yingzhou Lu, Kexin Huang, Yuanhao Qu, Sara Mostafavi

CoRR, April, 2026

Be Wary of Your Time Series Preprocessing.

Sofiane Ennadir, Tianze Wang, Oleg Smirnov, Sahar Asadi, Lele Cao

CoRR, February, 2026

Rearchitecting Buffered I/O in the Era of High-Bandwidth SSDs.

Yekang Zhan, Tianze Wang, Zheng Peng, Haichuan Hu, Jiahao Wu, Xiangrui Yang, Qiang Cao, Hong Jiang, Jie Yao

Proceedings of the 24th USENIX Conference on File and Storage Technologies, 2026

2025

HeatV2X: Scalable Heterogeneous Collaborative Perception via Efficient Alignment and Interaction.

Yueran Zhao, Zhang Zhang, Chao Sun, Tianze Wang, Chao Yue, Nuoran Li

CoRR, November, 2025

Frequency Matters: When Time Series Foundation Models Fail Under Spectral Shift.

Tianze Wang, Sofiane Ennadir, John Pertoft, Gabriela Zarzar Gandler, Lele Cao, Zineb Senane, Styliani Katsarou, Sahar Asadi, Axel Karlsson, Oleg Smirnov

CoRR, November, 2025

Secret-Protected Evolution for Differentially Private Synthetic Text Generation.

Tianze Wang, Zhaoyu Chen, Jian Du, Yingtai Xiao, Linjun Zhang, Qiang Yan

CoRR, October, 2025

Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models.

Sofiane Ennadir, Levente Zólyomi, Oleg Smirnov, Tianze Wang, John Pertoft, Filip Cornell, Lele Cao

CoRR, October, 2025

RoadMamba: A Dual Branch Visual State Space Model for Road Surface Classification.

Tianze Wang, Zhang Zhang, Chao Yue, Nuoran Li, Chao Sun

CoRR, August, 2025

Efficient Unified Caching for Accelerating Heterogeneous AI Workloads.

Tianze Wang, Yifei Liu, Chen Chen, Pengfei Zuo, Jiawei Zhang, Qizhen Weng, Yin Chen, Zhenhua Han, Jieru Zhao, Quan Chen, Minyi Guo

CoRR, June, 2025

RoadFormer : Local-Global Feature Fusion for Road Surface Classification in Autonomous Driving.

Tianze Wang, Zhang Zhang, Chao Sun

CoRR, June, 2025

PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model.

Zhang Zhang, Chao Sun, Chao Yue, Da Wen, Tianze Wang, Jianghao Leng

CoRR, May, 2025

Unified Approaches in Self-Supervised Event Stream Modeling: Progress and Prospects.

Levente Zólyomi, Tianze Wang, Sofiane Ennadir, Oleg Smirnov, Lele Cao

CoRR, February, 2025

Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review.

Sofiane Ennadir, Gabriela Zarzar Gandler, Filip Cornell, Lele Cao, Oleg Smirnov, Tianze Wang, Levente Zólyomi, Björn Brinne, Sahar Asadi

Trans. Mach. Learn. Res., 2025

RoadFormer: Local-Global Feature Fusion for Road Surface Classification in Autonomous Driving.

Tianze Wang, Zhang Zhang, Chao Yue, Yueran Zhao, Chao Sun

IEEE Access, 2025

Explainable Fault Localization for Programming Assignments via LLM-Guided Annotation.

Fang Liu, Tianze Wang, Li Zhang, Zheyu Yang, Jing Jiang, Zian Sun

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

Dynamic Bipedal MPC with Foot-Level Obstacle Avoidance and Adjustable Step Timing.

Tianze Wang, Christian Hubicki

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment.

Tianze Wang, Dongnan Gui, Yifan Hu, Shuhang Lin, Linjun Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models.

Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Data-Driven and Intelligent Estimation of Aircraft Aerodynamic Parameters via a Transformer-BiLSTM Network.

Yiqian Gong, Haiqing Si, Jingxuan Qiu, Tianze Wang, Tongyue Li

Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education, 2025

Utilizing Large Language Models for Ablation Studies in Machine Learning and Deep Learning.

Sina Sheikholeslami, Hamid Ghasemirahni, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

SemanticPrefetcher: Accelerate Data Lake Access with Semantics-Aware File Prefetching.

Tianze Wang, Guanjie Wang, Mingyan Yang, Manqi Luo, Mingchuan Zou, Chen Chen, Minyi Guo

Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2025

RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization.

Tianci Liu, Haoxiang Jiang, Tianze Wang, Ran Xu, Yue Yu, Linjun Zhang, Tuo Zhao, Haoyu Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

3-D Path Planning for AUVs Based on Improved Exponential Distribution Optimizer.

Shihao Zhang, Yunli Nie, Shengli Wang, Xiaobo Zhang, Qichao Wu, Tianze Wang

IEEE Internet Things J., September, 2024

Understanding Players as if They Are Talking to the Game in a Customized Language: A Pilot Study.

Tianze Wang, Maryam Honari Jahromi, Styliani Katsarou, Olga Mikheeva, Theodoros Panagiotakopoulos, Oleg Smirnov, Lele Cao, Sahar Asadi

CoRR, 2024

player2vec: A Language Modeling Approach to Understand Player Behavior in Games.

Tianze Wang, Maryam Honari Jahromi, Styliani Katsarou, Olga Mikheeva, Theodoros Panagiotakopoulos, Sahar Asadi, Oleg Smirnov

CoRR, 2024

Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data.

Axel Karlsson, Tianze Wang, Slawomir Nowaczyk, Sepideh Pashami, Sahar Asadi

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

A Preliminary Exploration of the Effectiveness of Portable Simulated Pet Systems Based on UI/UX Design in Alleviating Mental Stress Among Caregivers.

Jiang Wu, Yihang Dai, Peize Wu, Jing Li, Tianze Wang, Jingbo Ge

Proceedings of the HCI International 2024 - Late Breaking Papers, 2024

2023

Unbiased Multilevel Monte Carlo Methods for Intractable Distributions: MLMC Meets MCMC.

Tianze Wang, Guanyang Wang

J. Mach. Learn. Res., 2023

Real-time Dynamic Bipedal Avoidance.

Tianze Wang, Jason White, Christian Hubicki

IROS, 2023

Graph Representation Learning with Graph Transformers in Neural Combinatorial Optimization.

Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov

Proceedings of the International Conference on Machine Learning and Applications, 2023

The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks.

Sina Sheikholeslami, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov

Proceedings of the Distributed Applications and Interoperable Systems, 2023

2022

Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks.

Desta Haileselassie Hagos, Theofilos Kakantousis, Sina Sheikholeslami, Tianze Wang, Vladimir Vlassov, Amir Hossein Payberah, Moritz Meister, Robin Andersson, Jim Dowling

Remote. Sens., 2022

Efficient methods with polynomial complexity to determine the reversibility of general 1D linear cellular automata over Zp.

Xinyu Du, Chao Wang, Tianze Wang, Zeyu Gao

Inf. Sci., 2022

The number of solutions of diagonal cubic equations over finite fields.

Wenxu Ge, Weiping Li, Tianze Wang

Finite Fields Their Appl., 2022

Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement.

Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov

CoRR, 2022

Avoiding Dynamic Obstacles with Real-time Motion Planning using Quadratic Programming for Varied Locomotion Modes.

Jason White, David Jay, Tianze Wang, Christian Hubicki

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement.

Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov

Proceedings of the Distributed Applications and Interoperable Systems: 22nd IFIP WG 6.1 International Conference, 2022

Node Context Selection in Transformer-Based Graph Representation Learning Models.

Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov

Proceedings of the IEEE International Conference on Big Data, 2022

2021

ExtremeEarth Meets Satellite Data From Space.

Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

AutoAblation: Automated Parallel Ablation Studies for Deep Learning.

Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling

Proceedings of the EuroMLSys@EuroSys 2021, 2021

2020

CONVJSSP: Convolutional Learning for Job-Shop Scheduling Problems.

Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Use All Your Skills, Not Only The Most Popular Ones.

Francesco Lorenzo, Sahar Asadi, Alice Karnsund, Lele Cao, Tianze Wang, Amir Hossein Payberah

Proceedings of the IEEE Conference on Games, 2020

2019

Project Procurement Method Selection Using a Multi-Criteria Decision-Making Method with Interval Neutrosophic Sets.

Limin Su, Tianze Wang, Lunyan Wang, Huimin Li, Yongchao Cao

Inf., 2019

Efficient methods to determine the reversibility of general 1D linear cellular automata in polynomial complexity.

Xinyu Du, Chao Wang, Tianze Wang, Zeyu Gao

CoRR, 2019

2015

Construction of cubic rotation symmetric bent functions in power-of-two variables.

Tianze Wang, Meicheng Liu, Shangwei Zhao, Dongdai Lin

Proceedings of the IEEE International Symposium on Information Theory, 2015

2013

A method for counting the number of polynomial equivalence classes.

Tianze Wang, Dongdai Lin

J. Math. Cryptol., 2013

2012

On enumeration of polynomial equivalence classes and their application to MPKC.

Dongdai Lin, Jean-Charles Faugère, Ludovic Perret, Tianze Wang

Finite Fields Their Appl., 2012

Construction of Resilient and Nonlinear Boolean Functions with Almost Perfect Immunity to Algebraic and Fast Algebraic Attacks.

Tianze Wang, Meicheng Liu, Dongdai Lin

Proceedings of the Information Security and Cryptology - 8th International Conference, 2012

2011

On the convergence of hybrid projection algorithms for asymptotically quasi-ϕ-nonexpansive mappings.

Xiaolong Qin, Shuechin Huang, Tianze Wang

Comput. Math. Appl., 2011

Improvement and Analysis of VDP Method in Time/Memory Tradeoff Applications.

Wenhao Wang, Dongdai Lin, Zhenqi Li, Tianze Wang

Proceedings of the Information and Communications Security - 13th International Conference, 2011