Tianze Wang

60 papers A* 4A 3B 2C 7Misc 2Journal 36Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Be Wary of Your Time Series Preprocessing.
CoRR
Sofiane Ennadir, Tianze Wang, Oleg Smirnov, Sahar Asadi, Lele Cao
2026 J jnl
HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer.
IEEE Trans. Intell. Transp. Syst.
Zhang Zhang, Chao Sun, Chao Yue, Da Wen, Yujie Chen, Tianze Wang, Jianghao Leng
2026 A conf
Rearchitecting Buffered I/O in the Era of High-Bandwidth SSDs.
FAST
Yekang Zhan, Tianze Wang, Zheng Peng, Haichuan Hu, Jiahao Wu, Xiangrui Yang, Qiang Cao, Hong Jiang, Jie Yao
2025 — conf
Data-Driven and Intelligent Estimation of Aircraft Aerodynamic Parameters via a Transformer-BiLSTM Network.
ICAIE
Yiqian Gong, Haiqing Si, Jingxuan Qiu, Tianze Wang, Tongyue Li
2025 A* conf
Dynamic Bipedal MPC with Foot-Level Obstacle Avoidance and Adjustable Step Timing.
ICRA
Tianze Wang, Christian Hubicki
2025 J jnl
Dynamic Bipedal MPC with Foot-level Obstacle Avoidance and Adjustable Step Timing.
CoRR
Tianze Wang, Christian Hubicki
2025 J jnl
Efficient Unified Caching for Accelerating Heterogeneous AI Workloads.
CoRR
Tianze Wang, Yifei Liu, Chen Chen, Pengfei Zuo, Jiawei Zhang, Qizhen Weng, Yin Chen, Zhenhua Han, Jieru Zhao, Quan Chen, Minyi Guo
2025 A* conf
Explainable Fault Localization for Programming Assignments via LLM-Guided Annotation.
ASE
Fang Liu, Tianze Wang, Li Zhang, Zheyu Yang, Jing Jiang, Zian Sun
2025 J jnl
Explainable Fault Localization for Programming Assignments via LLM-Guided Annotation.
CoRR
Fang Liu, Tianze Wang, Li Zhang, Zheyu Yang, Jing Jiang, Zian Sun
2025 J jnl
Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review.
Trans. Mach. Learn. Res.
Sofiane Ennadir, Gabriela Zarzar Gandler, Filip Cornell, Lele Cao, Oleg Smirnov, Tianze Wang, Levente Zólyomi, Björn Brinne, Sahar Asadi
2025 J jnl
Frequency Matters: When Time Series Foundation Models Fail Under Spectral Shift.
CoRR
Tianze Wang, Sofiane Ennadir, John Pertoft, Gabriela Zarzar Gandler, Lele Cao, Zineb Senane, Styliani Katsarou, Sahar Asadi, Axel Karlsson, Oleg Smirnov
2025 J jnl
HeatV2X: Scalable Heterogeneous Collaborative Perception via Efficient Alignment and Interaction.
CoRR
Yueran Zhao, Zhang Zhang, Chao Sun, Tianze Wang, Chao Yue, Nuoran Li
2025 J jnl
HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer.
CoRR
Zhang Zhang, Chao Sun, Chao Yue, Da Wen, Yujie Chen, Tianze Wang, Jianghao Leng
2025 A* conf
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models.
ICLR
Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao
2025 A* conf
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment.
ICML
Tianze Wang, Dongnan Gui, Yifan Hu, Shuhang Lin, Linjun Zhang
2025 J jnl
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment.
CoRR
Tianze Wang, Dongnan Gui, Yifan Hu, Shuhang Lin, Linjun Zhang
2025 J jnl
PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model.
CoRR
Zhang Zhang, Chao Sun, Chao Yue, Da Wen, Tianze Wang, Jianghao Leng
2025 J jnl
Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models.
CoRR
Sofiane Ennadir, Levente Zólyomi, Oleg Smirnov, Tianze Wang, John Pertoft, Filip Cornell, Lele Cao
2025 J jnl
RoadFormer : Local-Global Feature Fusion for Road Surface Classification in Autonomous Driving.
CoRR
Tianze Wang, Zhang Zhang, Chao Sun
2025 J jnl
RoadFormer: Local-Global Feature Fusion for Road Surface Classification in Autonomous Driving.
IEEE Access
Tianze Wang, Zhang Zhang, Chao Yue, Yueran Zhao, Chao Sun
2025 J jnl
RoadMamba: A Dual Branch Visual State Space Model for Road Surface Classification.
CoRR
Tianze Wang, Zhang Zhang, Chao Yue, Nuoran Li, Chao Sun
2025 — conf
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization.
ACL (Findings)
Tianci Liu, Haoxiang Jiang, Tianze Wang, Ran Xu, Yue Yu, Linjun Zhang, Tuo Zhao, Haoyu Wang
2025 J jnl
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization.
CoRR
Tianci Liu, Haoxiang Jiang, Tianze Wang, Ran Xu, Yue Yu, Linjun Zhang, Tuo Zhao, Haoyu Wang
2025 J jnl
Secret-Protected Evolution for Differentially Private Synthetic Text Generation.
CoRR
Tianze Wang, Zhaoyu Chen, Jian Du, Yingtai Xiao, Linjun Zhang, Qiang Yan
2025 C conf
SemanticPrefetcher: Accelerate Data Lake Access with Semantics-Aware File Prefetching.
CloudCom
Tianze Wang, Guanjie Wang, Mingyan Yang, Manqi Luo, Mingchuan Zou, Chen Chen, Minyi Guo
2025 J jnl
Unified Approaches in Self-Supervised Event Stream Modeling: Progress and Prospects.
CoRR
Levente Zólyomi, Tianze Wang, Sofiane Ennadir, Oleg Smirnov, Lele Cao
2025 — conf
Utilizing Large Language Models for Ablation Studies in Machine Learning and Deep Learning.
EuroMLSys
Sina Sheikholeslami, Hamid Ghasemirahni, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov
2024 J jnl
3-D Path Planning for AUVs Based on Improved Exponential Distribution Optimizer.
IEEE Internet Things J.
Shihao Zhang, Yunli Nie, Shengli Wang, Xiaobo Zhang, Qichao Wu, Tianze Wang
2024 — conf
A Preliminary Exploration of the Effectiveness of Portable Simulated Pet Systems Based on UI/UX Design in Alleviating Mental Stress Among Caregivers.
HCI (65)
Jiang Wu, Yihang Dai, Peize Wu, Jing Li, Tianze Wang, Jingbo Ge
2024 J jnl
Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review.
CoRR
Sofiane Ennadir, Gabriela Zarzar Gandler, Filip Cornell, Lele Cao, Oleg Smirnov, Tianze Wang, Levente Zólyomi, Björn Brinne, Sahar Asadi
2024 J jnl
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models.
CoRR
Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao
2024 — conf
Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data.
IDA (1)
Axel Karlsson, Tianze Wang, Slawomir Nowaczyk, Sepideh Pashami, Sahar Asadi
2024 J jnl
Understanding Players as if They Are Talking to the Game in a Customized Language: A Pilot Study.
CoRR
Tianze Wang, Maryam Honari Jahromi, Styliani Katsarou, Olga Mikheeva, Theodoros Panagiotakopoulos, Oleg Smirnov, Lele Cao, Sahar Asadi
2024 J jnl
player2vec: A Language Modeling Approach to Understand Player Behavior in Games.
CoRR
Tianze Wang, Maryam Honari Jahromi, Styliani Katsarou, Olga Mikheeva, Theodoros Panagiotakopoulos, Sahar Asadi, Oleg Smirnov
2023 C conf
Graph Representation Learning with Graph Transformers in Neural Combinatorial Optimization.
ICMLA
Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov
2023 A conf
Real-time Dynamic Bipedal Avoidance.
IROS
Tianze Wang, Jason White, Christian Hubicki
2023 C conf
The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks.
DAIS
Sina Sheikholeslami, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov
2023 J jnl
Unbiased Multilevel Monte Carlo Methods for Intractable Distributions: MLMC Meets MCMC.
J. Mach. Learn. Res.
Tianze Wang, Guanyang Wang
2022 C conf
Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement.
DAIS
Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov
2022 J jnl
Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement.
CoRR
Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov
2022 A conf
Avoiding Dynamic Obstacles with Real-time Motion Planning using Quadratic Programming for Varied Locomotion Modes.
IROS
Jason White, David Jay, Tianze Wang, Christian Hubicki
2022 J jnl
Efficient methods with polynomial complexity to determine the reversibility of general 1D linear cellular automata over Zp.
Inf. Sci.
Xinyu Du, Chao Wang, Tianze Wang, Zeyu Gao
2022 B conf
Node Context Selection in Transformer-Based Graph Representation Learning Models.
IEEE Big Data
Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov
2022 J jnl
Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks.
Remote. Sens.
Desta Haileselassie Hagos, Theofilos Kakantousis, Sina Sheikholeslami, Tianze Wang, Vladimir Vlassov, Amir Hossein Payberah, Moritz Meister, Robin Andersson, Jim Dowling
2022 J jnl
The number of solutions of diagonal cubic equations over finite fields.
Finite Fields Their Appl.
Wenxu Ge, Weiping Li, Tianze Wang
2022 J jnl
Unbiased Multilevel Monte Carlo methods for intractable distributions: MLMC meets MCMC.
CoRR
Guanyang Wang, Tianze Wang
2021 — conf
AutoAblation: Automated Parallel Ablation Studies for Deep Learning.
EuroMLSys@EuroSys
Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling
2021 J jnl
ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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
2020 C conf
CONVJSSP: Convolutional Learning for Job-Shop Scheduling Problems.
ICMLA
Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov
2020 C conf
Use All Your Skills, Not Only The Most Popular Ones.
CoG
Francesco Lorenzo, Sahar Asadi, Alice Karnsund, Lele Cao, Tianze Wang, Amir Hossein Payberah
2019 J jnl
Efficient methods to determine the reversibility of general 1D linear cellular automata in polynomial complexity.
CoRR
Xinyu Du, Chao Wang, Tianze Wang, Zeyu Gao
2019 J jnl
Project Procurement Method Selection Using a Multi-Criteria Decision-Making Method with Interval Neutrosophic Sets.
Inf.
Limin Su, Tianze Wang, Lunyan Wang, Huimin Li, Yongchao Cao
2015 B conf
Construction of cubic rotation symmetric bent functions in power-of-two variables.
ISIT
Tianze Wang, Meicheng Liu, Shangwei Zhao, Dongdai Lin
2013 J jnl
A method for counting the number of polynomial equivalence classes.
J. Math. Cryptol.
Tianze Wang, Dongdai Lin
2012 Misc conf
Construction of Resilient and Nonlinear Boolean Functions with Almost Perfect Immunity to Algebraic and Fast Algebraic Attacks.
Inscrypt
Tianze Wang, Meicheng Liu, Dongdai Lin
2012 J jnl
On enumeration of polynomial equivalence classes and their application to MPKC.
Finite Fields Their Appl.
Dongdai Lin, Jean-Charles Faugère, Ludovic Perret, Tianze Wang
2011 C conf
Improvement and Analysis of VDP Method in Time/Memory Tradeoff Applications.
ICICS
Wenhao Wang, Dongdai Lin, Zhenqi Li, Tianze Wang
2011 J jnl
On Enumeration of Polynomial Equivalence Classes and Their Application to MPKC.
IACR Cryptol. ePrint Arch.
Dongdai Lin, Jean-Charles Faugère, Ludovic Perret, Tianze Wang
2011 J jnl
On the convergence of hybrid projection algorithms for asymptotically quasi-ϕ-nonexpansive mappings.
Comput. Math. Appl.
Xiaolong Qin, Shuechin Huang, Tianze Wang
2009 Misc conf
Quadratic Equations from a Kind of S-boxes.
WISA
Jia Xie, Weiwei Cao, Tianze Wang