Zifan Wang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 87

Top Topics

Convolutional Neural Networks

Policy Evaluation

Modulo Theories

Top Venues

Publications

Han Zhang, Zifan Wang, Mihir Dhamankar, Matt Fredrikson, Yuvraj Agarwal
VeriSplit: Secure and Practical Offloading of Machine Learning Inferences across IoT Devices. CoRR (2024)
Yunze Liu, Changxi Chen, Zifan Wang, Li Yi
CrossVideo: Self-supervised Cross-modal Contrastive Learning for Point Cloud Video Understanding. ICRA (2024)
Feipeng Guo, Zifan Wang, Xiaopeng Wang, Qibei Lu, Shaobo Ji
Dual-view multi-modal contrastive learning for graph-based recommender systems. Comput. Electr. Eng. 116 (2024)
Nathaniel Li, Alexander Pan, Anjali Gopal, Summer Yue, Daniel Berrios, Alice Gatti, Justin D. Li, Ann-Kathrin Dombrowski, Shashwat Goel, Long Phan, Gabriel Mukobi, Nathan Helm-Burger, Rassin Lababidi, Lennart Justen, Andrew B. Liu, Michael Chen, Isabelle Barrass, Oliver Zhang, Xiaoyuan Zhu, Rishub Tamirisa, Bhrugu Bharathi, Adam Khoja, Zhenqi Zhao, Ariel Herbert-Voss, Cort B. Breuer, Andy Zou, Mantas Mazeika, Zifan Wang, Palash Oswal, Weiran Liu, Adam A. Hunt, Justin Tienken-Harder, Kevin Y. Shih, Kemper Talley, John Guan, Russell Kaplan, Ian Steneker, David Campbell, Brad Jokubaitis, Alex Levinson, Jean Wang, William Qian, Kallol Krishna Karmakar, Steven Basart, Stephen Fitz, Mindy Levine, Ponnurangam Kumaraguru, Uday Kiran Tupakula, Vijay Varadharajan, Yan Shoshitaishvili, Jimmy Ba, Kevin M. Esvelt, Alexandr Wang, Dan Hendrycks
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning. CoRR (2024)
Mantas Mazeika, Long Phan, Xuwang Yin, Andy Zou, Zifan Wang, Norman Mu, Elham Sakhaee, Nathaniel Li, Steven Basart, Bo Li, David A. Forsyth, Dan Hendrycks
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal. CoRR (2024)
Zifan Wang, Zhuorui Ye, Haoran Wu, Junyu Chen, Li Yi
Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence. AAAI (2024)
Jiaming Zhou, Teli Ma, Kun-Yu Lin, Ronghe Qiu, Zifan Wang, Junwei Liang
Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation. CoRR (2024)
Zifan Wang, Yufei Jia, Lu Shi, Haoyu Wang, Haizhou Zhao, Xueyang Li, Jinni Zhou, Jun Ma, Guyue Zhou
Arm-Constrained Curriculum Learning for Loco-Manipulation of the Wheel-Legged Robot. CoRR (2024)
Siyi Wang, Zifan Wang, Xinlei Yi, Michael M. Zavlanos, Karl Henrik Johansson, Sandra Hirche
Risk-averse Learning with Non-Stationary Distributions. CoRR (2024)
Zifan Wang, Junyu Chen, Ziqing Chen, Pengwei Xie, Rui Chen, Li Yi
GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation, Demonstration, and Imitation. CoRR (2024)
Bangzheng Li, Ningshan Ma, Zifan Wang
Rewarded Region Replay (R3) for Policy Learning with Discrete Action Space. CoRR (2024)
Weiran Lin, Anna Gerchanovsky, Omer Akgul, Lujo Bauer, Matt Fredrikson, Zifan Wang
Sales Whisperer: A Human-Inconspicuous Attack on LLM Brand Recommendations. CoRR (2024)
Yunze Liu, Changxi Chen, Zifan Wang, Li Yi
CrossVideo: Self-supervised Cross-modal Contrastive Learning for Point Cloud Video Understanding. CoRR (2024)
Teli Ma, Jiaming Zhou, Zifan Wang, Ronghe Qiu, Junwei Liang
Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation. CoRR (2024)
Wei Mao, Yuzhong Chen, Zhibin He, Zifan Wang, Zhenxiang Xiao, Yusong Sun, Liang He, Jingchao Zhou, Weitong Guo, Chong Ma, Lin Zhao, Keith M. Kendrick, Bo Zhou, Benjamin Becker, Tianming Liu, Tuo Zhang, Xi Jiang
Brain Structural Connectivity Guided Vision Transformers for Identification of Functional Connectivity Characteristics in Preterm Neonates. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization. CVPR (2023)
Zifan Wang, Yulong Gao, Siyi Wang, Michael M. Zavlanos, Alessandro Abate, Karl Henrik Johansson
Policy Evaluation in Distributional LQR. CoRR (2023)
Kai Hu, Andy Zou, Zifan Wang, Klas Leino, Matt Fredrikson
Unlocking Deterministic Robustness Certification on ImageNet. NeurIPS (2023)
Andy Zou, Zifan Wang, J. Zico Kolter, Matt Fredrikson
Universal and Transferable Adversarial Attacks on Aligned Language Models. CoRR (2023)
Yichuan Deng, Zhao Song, Zifan Wang, Han Zhang
Streaming Kernel PCA Algorithm With Small Space. CoRR (2023)
Norman Mu, Sarah Chen, Zifan Wang, Sizhe Chen, David Karamardian, Lulwa Aljeraisy, Dan Hendrycks, David A. Wagner
Can LLMs Follow Simple Rules? CoRR (2023)
Haojie Chen, Zifan Wang, Xiaoxu Liu, Wenke Ma, Qiang Wang, Wen-Jun Zhang, Tan Zhang
A Hybrid Motion Planning Algorithm for Multi-Mobile Robot Formation Planning. Robotics 12 (4) (2023)
Kai Hu, Klas Leino, Zifan Wang, Matt Fredrikson
A Recipe for Improved Certifiable Robustness: Capacity and Data. CoRR (2023)
Chi Zhang, Zifan Wang, Ravi Mangal, Matt Fredrikson, Limin Jia, Corina S. Pasareanu
Transfer Attacks and Defenses for Large Language Models on Coding Tasks. CoRR (2023)
Zifan Wang, Yulong Gao, Siyi Wang, Michael M. Zavlanos, Alessandro Abate, Karl Henrik Johansson
Policy Evaluation in Distributional LQR. L4DC (2023)
Zifan Wang, Zhuorui Ye, Haoran Wu, Junyu Chen, Li Yi
Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence. CoRR (2023)
Zifan Wang, Yi Shen, Michael M. Zavlanos, Karl Henrik Johansson
Convergence Analysis of the Best Response Algorithm for Time-Varying Games. CoRR (2023)
Haodong Wang, Zifan Wang, Yawen Chen, Zhaoming Lu, Xiangming Wen
Power Efficient Resource Allocation for ISAC: Combing Lyapunov Optimization and DRL. GLOBECOM (Workshops) (2023)
Feipeng Guo, Wei Zhou, Zifan Wang, Chunhua Ju, Shaobo Ji, Qibei Lu
A link prediction method based on topological nearest-neighbors similarity in directed networks. J. Comput. Sci. 69 (2023)
Ravi Mangal, Klas Leino, Zifan Wang, Kai Hu, Weicheng Yu, Corina S. Pasareanu, Anupam Datta, Matt Fredrikson
Robustness Still Worthwhile? CoRR (2023)
Zhihang Li, Zhao Song, Zifan Wang, Junze Yin
Local Convergence of Approximate Newton Method for Two Layer Nonlinear Regression. CoRR (2023)
Zifan Wang, Lin Zhang, Qinru Qiu, Fanxin Kong
Catch You if Pay Attention: Temporal Sensor Attack Diagnosis Using Attention Mechanisms for Cyber-Physical Systems. RTSS (2023)
Xi Jiang, Jiadong Yan, Yu Zhao, Mingxin Jiang, Yuzhong Chen, Jingchao Zhou, Zhenxiang Xiao, Zifan Wang, Rong Zhang, Benjamin Becker, Dajiang Zhu, Keith M. Kendrick, Tianming Liu
Characterizing functional brain networks via Spatio-Temporal Attention 4D Convolutional Neural Networks (STA-4DCNNs). Neural Networks 158 (2023)
Xing He, Changgen Peng, Lin Wang, Weijie Tan, Zifan Wang
Stable and Fast Deep Mutual Information Maximization Based on Wasserstein Distance. Entropy 25 (12) (2023)
Kai Hu, Andy Zou, Zifan Wang, Klas Leino, Matt Fredrikson
Scaling in Depth: Unlocking Robustness Certification on ImageNet. CoRR (2023)
Zifan Wang, Kotaro Funakoshi, Manabu Okumura
Automatic Answerability Evaluation for Question Generation. CoRR (2023)
Andy Zou, Long Phan, Sarah Chen, James Campbell, Phillip Guo, Richard Ren, Alexander Pan, Xuwang Yin, Mantas Mazeika, Ann-Kathrin Dombrowski, Shashwat Goel, Nathaniel Li, Michael J. Byun, Zifan Wang, Alex Mallen, Steven Basart, Sanmi Koyejo, Dawn Song, Matt Fredrikson, J. Zico Kolter, Dan Hendrycks
Representation Engineering: A Top-Down Approach to AI Transparency. CoRR (2023)
Zifan Wang, Changgen Peng, Xing He, Weijie Tan
Wasserstein Distance-Based Deep Leakage from Gradients. Entropy 25 (5) (2023)
Zifan Wang, Yi Shen, Michael M. Zavlanos, Karl Henrik Johansson
Convergence Analysis of the Best Response Algorithm for Time-Varying Games. CDC (2023)
Xiaoyu Han, Chenyu Li, Zifan Wang, Guohua Liu
NDARTS: A Differentiable Architecture Search Based on the Neumann Series. Algorithms 16 (12) (2023)
Zifan Wang, Chaofeng Li, Yaozong Mo, Shaopeng Shang
RCA-CycleGAN: Unsupervised underwater image enhancement using Red Channel attention optimized CycleGAN. Displays 76 (2023)
Lin Zhang, Zifan Wang, Fanxin Kong
Optimal Checkpointing Strategy for Real-time Systems with Both Logical and Timing Correctness. ACM Trans. Embed. Comput. Syst. 22 (4) (2023)
Matt Fredrikson, Kaiji Lu, Saranya Vijayakumar, Somesh Jha, Vijay Ganesh, Zifan Wang
Learning Modulo Theories. CoRR (2023)
Zifan Wang, Saranya Vijayakumar, Kaiji Lu, Vijay Ganesh, Somesh Jha, Matt Fredrikson
Grounding Neural Inference with Satisfiability Modulo Theories. NeurIPS (2023)
Luzhou Lin, Yuezhe Gao, Bingxin Cao, Zifan Wang, Cai Jia
Passenger Flow Scale Prediction of Urban Rail Transit Stations Based on Multilayer Perceptron (MLP). Complex. 2023 (2023)
Ravi Mangal, Zifan Wang, Chi Zhang, Klas Leino, Corina S. Pasareanu, Matt Fredrikson
On the Perils of Cascading Robust Classifiers. ICLR (2023)
Zifan Wang, Yi Shen, Zachary I. Bell, Scott Nivison, Michael M. Zavlanos, Karl Henrik Johansson
A Zeroth-Order Momentum Method for Risk-Averse Online Convex Games. CDC (2022)
Zifan Wang, Matt Fredrikson, Anupam Datta
Robust Models Are More Interpretable Because Attributions Look Normal. ICML (2022)
Qibei Lu, Feipeng Guo, Wei Zhou, Zifan Wang, Shaobo Ji
Mobile Social Recommendation Model Integrating Users' Personality Traits and Relationship Strength under Privacy Concerns. Syst. 10 (6) (2022)
Xiandi Liu, Yawen Chen, Zifan Wang, Zhaoming Lu, Xiangming Wen
Performance Analysis of Multi-Connectivity Under Blockage in Terahertz Communication System. PIMRC (2022)
Zifan Wang, Michael F. Hyland, Younghun Bahk, Navjyoth J. S. Sarma
On Optimizing Shared-ride Mobility Services with Walking Legs. CoRR (2022)
Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization. CoRR (2022)
Zifan Wang, Yuhang Yao, Chaoran Zhang, Han Zhang, Youjie Kang, Carlee Joe-Wong, Matt Fredrikson, Anupam Datta
Faithful Explanations for Deep Graph Models. CoRR (2022)
Lin Zhang, Zifan Wang, Fanxin Kong
Work-in-Progress: Optimal Checkpointing Strategy for Real-time Systems with Both Logical and Timing Correctness. RTSS (2022)
Zifan Wang, Yi Shen, Michael M. Zavlanos
Risk-Averse No-Regret Learning in Online Convex Games. CoRR (2022)
Zifan Wang, Yi Shen, Michael M. Zavlanos
Risk-Averse No-Regret Learning in Online Convex Games. ICML (2022)
Ravi Mangal, Zifan Wang, Chi Zhang, Klas Leino, Corina S. Pasareanu, Matt Fredrikson
On the Perils of Cascading Robust Classifiers. CoRR (2022)
Zifan Wang, Yabin Gao, Yifan Liu, Siyi Wang, Ligang Wu
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach. Inf. Sci. 618 (2022)
Zifan Wang, Yi Shen, Zachary I. Bell, Scott Nivison, Michael M. Zavlanos, Karl Henrik Johansson
A Zeroth-Order Momentum Method for Risk-Averse Online Convex Games. CoRR (2022)
Qin Zeng, Yawen Chen, Zifan Wang, Zhaoming Lu, Xiangming Wen, Yang Wang
Predictive hierarchical beam training with noisy ranging measurements for mmWave vehicular communications. WCNC (2022)
Lin Zhang, Zifan Wang, Mengyu Liu, Fanxin Kong
Adaptive window-based sensor attack detection for cyber-physical systems. DAC (2022)
Zifan Wang, Xinwei Wu, Kaizhou Gao, Hua Jiang
An Improved Artificial Bee Colony Algorithm for Assembly Line Balancing Problem of Electric Vehicle. ASCC (2022)
Emily Black, Zifan Wang, Matt Fredrikson
Consistent Counterfactuals for Deep Models. ICLR (2022)
Zifan Wang, Matt Fredrikson, Anupam Datta
Boundary Attributions Provide Normal (Vector) Explanations. CoRR (2021)
Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Ricardo Shih, Zifan Wang
Exploring Conceptual Soundness with TruLens. NeurIPS (Competition and Demos) (2021)
Klas Leino, Zifan Wang, Matt Fredrikson
Globally-Robust Neural Networks. ICML (2021)
Chen Wang, Yawen Chen, Zhaoming Lu, Xiangming Wen, Zifan Wang, Luhan Wang
FC-BET: A Fast Consecutive Beam Tracking Scheme for MmWave Vehicular Communications. WCNC (2021)
Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Zifan Wang
Machine Learning Explainability and Robustness: Connected at the Hip. KDD (2021)
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
Influence Patterns for Explaining Information Flow in BERT. NeurIPS (2021)
Klas Leino, Zifan Wang, Matt Fredrikson
Globally-Robust Neural Networks. CoRR (2021)
Emily Black, Zifan Wang, Matt Fredrikson, Anupam Datta
Consistent Counterfactuals for Deep Models. CoRR (2021)
Dixi Yao, Liyao Xiang, Zifan Wang, Jiayu Xu, Chao Li, Xinbing Wang
Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson
Interpreting Interpretations: Organizing Attribution Methods by Criteria. CoRR (2020)
Xin Ma, Yabin Si, Zifan Wang, Youqing Wang
Length of stay prediction for ICU patients using individualized single classification algorithm. Comput. Methods Programs Biomed. 186 (2020)
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
Abstracting Influence Paths for Explaining (Contextualization of) BERT Models. CoRR (2020)
Zifan Wang, Haofan Wang, Shakul Ramkumar, Matt Fredrikson, Piotr Mardziel, Anupam Datta
Smoothed Geometry for Robust Attribution. CoRR (2020)
Zifan Wang, Yilin Yang, Ankit Shrivastava, Varun Rawal, Zihao Ding
Towards Frequency-Based Explanation for Robust CNN. CoRR (2020)
Xuan Chen, Zifan Wang, Yucai Fan, Bonan Jin, Piotr Mardziel, Carlee Joe-Wong, Anupam Datta
Towards Behavior-Level Explanation for Deep Reinforcement Learning. CoRR (2020)
Haofan Wang, Zifan Wang, Mengnan Du, Fan Yang, Zijian Zhang, Sirui Ding, Piotr Mardziel, Xia Hu
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks. CVPR Workshops (2020)
Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson
Interpreting Interpretations: Organizing Attribution Methods by Criteria. CVPR Workshops (2020)
Zifan Wang, Haofan Wang, Shakul Ramkumar, Piotr Mardziel, Matt Fredrikson, Anupam Datta
Smoothed Geometry for Robust Attribution. NeurIPS (2020)
Jing Xu, Alan T. Murray, Zifan Wang, Richard L. Church
Challenges in applying capacitated covering models. Trans. GIS 24 (2) (2020)
Alan T. Murray, Jing Xu, Zifan Wang, Richard L. Church
Commercial GIS location analytics: capabilities and performance. Int. J. Geogr. Inf. Sci. 33 (5) (2019)
Youye Xie, Zifan Wang, Weiping Pei, Gongguo Tang
Fast Approximation of Non-Negative Sparse Recovery via Deep Learning. ICIP (2019)
Wenge Xu, Hai-Ning Liang, Anqi He, Zifan Wang
Pointing and Selection Methods for Text Entry in Augmented Reality Head Mounted Displays. ISMAR (2019)
Junsheng Wang, Yawen Chen, Zhaoming Lu, Xiangming Wen, Zifan Wang
A Low-complexity Beam Searching Method for Fast Handover in MmWave Vehicular Networks. WCNC Workshops (2019)
Xuan Wang, Xin Kou, Zifan Wang, Lanqing Wang, Baoying Liu, Feng Chen
Gesture Recognition System Based on RFID. MSN (2017)
Zifan Wang, Richard So, Chehin Chan, Arnold J. Wilkins
Cortical neural response to visual navigation through a Virtual environment. 3DUI (2011)