Pingchuan Ma
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
73
Venues
31
Active years
2018–2026
Best venue rank
A*
Where they publish
- MulticonferenceICASSP11 papers
- AInterspeech8 papers
- A*ICML5 papers
- A*CVPR4 papers
- A*ICLR4 papers
- A*ICRA4 papers
- A*ICSE4 papers
- A*ECCV3 papers
- A*AAAI2 papers
- A*CCS2 papers
- ADATE2 papers
- A*ICCV2 papers
- A*EMNLP2 papers
- A*KDD2 papers
- AIROS2 papers
- A*ACL1 paper
- BPAKDD1 paper
- AWSDM1 paper
- BASPDAC1 paper
- CCSCWD1 paper
- NationalVTS1 paper
- CASRU1 paper
- CSEKE1 paper
- BISSAC1 paper
- AWACV1 paper
- A*SIGMOD1 paper
- A*IJCAI1 paper
- A*INFOCOM1 paper
- ADSN1 paper
- CICICS1 paper
- BIJCNN1 paper
Papers
73 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens. | Chengshuai Zhao, Zhen Tan, Pingchuan Ma, Dawei Li, Bohan Jiang, Yancheng Wang, Yingzhen Yang, Huan Liu |
| 2026 | PAKDD | CAMO: Causality-Guided Adversarial Multimodal DOmain Generalization for Crisis Classification. | Pingchuan Ma, Chengshuai Zhao, Bohan Jiang, Saketh Vishnubhatla, Ujun Jeong, Alimohammad Beigi, Adrienne Raglin, Huan Liu |
| 2026 | WSDM | On Causal and Anticausal LLM-based Data Synthesis. | Bohan Jiang, Pingchuan Ma, Zhuoyu Shi, Fred Morstatter, Adrienne Raglin, Huan Liu |
| 2025 | AAAI | Does VLM Classification Benefit from LLM Description Semantics? | Pingchuan Ma, Lennart Rietdorf, Dmytro Kotovenko, Vincent Tao Hu, Bjrn Ommer |
| 2025 | AAAI | DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching. | Ming Gui, Johannes Schusterbauer, Ulrich Prestel, Pingchuan Ma, Dmytro Kotovenko, Olga Grebenkova, Stefan Andreas Baumann, Vincent Tao Hu, Bjrn Ommer |
| 2025 | ASPDAC | ADEPT-Z: Zero-Shot Automated Circuit Topology Search for Pareto-Optimal Photonic Tensor Cores. | Ziyang Jiang, Pingchuan Ma, Meng Zhang, Z. Rena Huang, Jiaqi Gu |
| 2025 | CCS | Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges. | Zimo Ji, Daoyuan Wu, Wenyuan Jiang, Pingchuan Ma, Zongjie Li, Shuai Wang |
| 2025 | CSCWD | Some Commonly Used Features are Not Reliable: Enhancing Command Identification in Smart Home Wi-Fi Traffic Data. | Pingchuan Ma, Zexiong Xiang, Yiwen Li, Jian Chen, Shanshan Wang, Zhenxiang Chen |
| 2025 | CVPR | ROICtrl: Boosting Instance Control for Visual Generation. | Yuchao Gu, Yipin Zhou, Yunfan Ye, Yixin Nie, Licheng Yu, Pingchuan Ma, Kevin Qinghong Lin, Mike Zheng Shou |
| 2025 | DATE | BOSON | Pingchuan Ma, Zhengqi Gao, Amir Begovic, Meng Zhang, Haoyu Yang, Haoxing Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu |
| 2025 | DATE | MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure. | Pingchuan Ma, Zhengqi Gao, Meng Zhang, Haoyu Yang, Mark Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu |
| 2025 | ICASSP | Large Language Models are Strong Audio-Visual Speech Recognition Learners. | Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic |
| 2025 | ICCV | Stochastic Interpolants for Revealing Stylistic Flows Across the History of Art. | Pingchuan Ma, Ming Gui, Johannes Schusterbauer, Xiaopei Yang, Olga Grebenkova, Vincent Tao Hu, Bjrn Ommer |
| 2025 | ICCV | SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models. | Pingchuan Ma, Xiaopei Yang, Yusong Li, Ming Gui, Felix Krause, Johannes Schusterbauer, Bjrn Ommer |
| 2025 | ICLR | TopoGaussian: Inferring Internal Topology Structures from Visual Clues. | Xiaoyu Xiong, Changyu Hu, Chunru Lin, Pingchuan Ma, Chuang Gan, Tao Du |
| 2025 | ICRA | Learning Object Properties Using Robot Proprioception via Differentiable Robot-Object Interaction. | Peter Yichen Chen, Chao Liu, Pingchuan Ma, John Eastman, Daniela Rus, Dylan Randle, Yuri Ivanov, Wojciech Matusik |
| 2025 | ICRA | AI-Enhanced Automatic Design of Efficient Underwater Gliders. | Peter Yichen Chen, Pingchuan Ma, Niklas Hagemann, John Romanishin, Wei Wang, Daniela Rus, Wojciech Matusik |
| 2025 | Interspeech | Revival with Voice: Multi-modal Controllable Text-to-Speech Synthesis. | Minsu Kim, Pingchuan Ma, Honglie Chen, Stavros Petridis, Maja Pantic |
| 2025 | VTS | ChipMnd: LLMs for Agile Chip Design. | Farshad Firouzi, David Z. Pan, Jiaqi Gu, Bahar J. Farahani, Jayeeta Chaudhuri, Ziang Yin, Pingchuan Ma, Peter Domanski, Krishnendu Chakrabarty |
| 2024 | ECCV | ZigMa: A DiT-style Zigzag Mamba Diffusion Model. | Vincent Tao Hu, Stefan Andreas Baumann, Ming Gui, Olga Grebenkova, Pingchuan Ma, Johannes S. Fischer, Bjrn Ommer |
| 2024 | ECCV | WaSt-3D: Wasserstein-2 Distance for Scene-to-Scene Stylization on 3D Gaussians. | Dmytro Kotovenko, Olga Grebenkova, Nikolaos Sarafianos, Avinash Paliwal, Pingchuan Ma, Omid Poursaeed, Sreyas Mohan, Yuchen Fan, Yilei Li, Rakesh Ranjan, Bjrn Ommer |
| 2024 | ECCV | FMBoost: Boosting Latent Diffusion with Flow Matching. | Johannes Schusterbauer, Ming Gui, Pingchuan Ma, Nick Stracke, Stefan Andreas Baumann, Vincent Tao Hu, Bjrn Ommer |
| 2024 | EMNLP | Split and Merge: Aligning Position Biases in LLM-based Evaluators. | Zongjie Li, Chaozheng Wang, Pingchuan Ma, Daoyuan Wu, Shuai Wang, Cuiyun Gao, Yang Liu |
| 2024 | ICML | LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery. | Pingchuan Ma, Tsun-Hsuan Wang, Minghao Guo, Zhiqing Sun, Joshua B. Tenenbaum, Daniela Rus, Chuang Gan, Wojciech Matusik |
| 2024 | Interspeech | MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization. | Adriana Fernandez-Lopez, Honglie Chen, Pingchuan Ma, Lu Yin, Qiao Xiao, Stavros Petridis, Shiwei Liu, Maja Pantic |
| 2024 | Interspeech | Dynamic Data Pruning for Automatic Speech Recognition. | Qiao Xiao, Pingchuan Ma, Adriana Fernandez-Lopez, Boqian Wu, Lu Yin, Stavros Petridis, Mykola Pechenizkiy, Maja Pantic, Decebal Constantin Mocanu, Shiwei Liu |
| 2024 | ICRA | ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility. | Yunsheng Tian, Karl D. D. Willis, Bassel Al Omari, Jieliang Luo, Pingchuan Ma, Yichen Li, Farhad Javid, Edward Gu, Joshua Jacob, Shinjiro Sueda, Hui Li, Sachin Chitta, Wojciech Matusik |
| 2024 | ICSE | Enabling Runtime Verification of Causal Discovery Algorithms with Automated Conditional Independence Reasoning. | Pingchuan Ma, Zhenlan Ji, Peisen Yao, Shuai Wang, Kui Ren |
| 2024 | ICSE | On Extracting Specialized Code Abilities from Large Language Models: A Feasibility Study. | Zongjie Li, Chaozheng Wang, Pingchuan Ma, Chaowei Liu, Shuai Wang, Daoyuan Wu, Cuiyun Gao, Yang Liu |
| 2024 | KDD | Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior. | Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang |
| 2023 | ASRU | TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch. | Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao |
| 2023 | CVPR | Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning. | Dmytro Kotovenko, Pingchuan Ma, Timo Milbich, Bjrn Ommer |
| 2023 | CVPR | SynthVSR: Scaling Up Visual Speech RecognitionWith Synthetic Supervision. | Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jchym Kolr, Stavros Petridis, Maja Pantic, Christian Fuegen |
| 2023 | EMNLP | InsightPilot: An LLM-Empowered Automated Data Exploration System. | Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang |
| 2023 | ICASSP | Auto-AVSR: Audio-Visual Speech Recognition with Automatic Labels. | Pingchuan Ma, Alexandros Haliassos, Adriana Fernandez-Lopez, Honglie Chen, Stavros Petridis, Maja Pantic |
| 2023 | ICASSP | Learning Cross-Lingual Visual Speech Representations. | Andreas Zinonos, Alexandros Haliassos, Pingchuan Ma, Stavros Petridis, Maja Pantic |
| 2023 | ICLR | Jointly Learning Visual and Auditory Speech Representations from Raw Data. | Alexandros Haliassos, Pingchuan Ma, Rodrigo Mira, Stavros Petridis, Maja Pantic |
| 2023 | ICLR | SoftZoo: A Soft Robot Co-design Benchmark For Locomotion In Diverse Environments. | Tsun-Hsuan Wang, Pingchuan Ma, Andrew Everett Spielberg, Zhou Xian, Hao Zhang, Joshua B. Tenenbaum, Daniela Rus, Chuang Gan |
| 2023 | ICML | Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics. | Pingchuan Ma, Peter Yichen Chen, Bolei Deng, Joshua B. Tenenbaum, Tao Du, Chuang Gan, Wojciech Matusik |
| 2023 | Interspeech | Streaming Audio-Visual Speech Recognition with Alignment Regularization. | Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic |
| 2023 | Interspeech | SparseVSR: Lightweight and Noise Robust Visual Speech Recognition. | Adriana Fernandez-Lopez, Honglie Chen, Pingchuan Ma, Alexandros Haliassos, Stavros Petridis, Maja Pantic |
| 2023 | ICSE | CC: Causality-Aware Coverage Criterion for Deep Neural Networks. | Zhenlan Ji, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang |
| 2022 | ICASSP | Training Strategies for Improved Lip-Reading. | Pingchuan Ma, Yujiang Wang, Stavros Petridis, Jie Shen, Maja Pantic |
| 2022 | ICLR | RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation. | Pingchuan Ma, Tao Du, Joshua B. Tenenbaum, Wojciech Matusik, Chuang Gan |
| 2022 | ICML | Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models. | Elvis Nava, John Z. Zhang, Mike Yan Michelis, Tao Du, Pingchuan Ma, Benjamin F. Grewe, Wojciech Matusik, Robert Kevin Katzschmann |
| 2022 | IROS | Sim2Real for Soft Robotic Fish via Differentiable Simulation. | John Z. Zhang, Yu Zhang, Pingchuan Ma, Elvis Nava, Tao Du, Philip Arm, Wojciech Matusik, Robert K. Katzschmann |
| 2022 | IROS | Automatic Co-Design of Aerial Robots Using a Graph Grammar. | Allan Zhao, Tao Du, Jie Xu, Josie Hughes, Juan Salazar, Pingchuan Ma, Wei Wang, Daniela Rus, Wojciech Matusik |
| 2022 | ICRA | Graph Grammar-Based Automatic Design for Heterogeneous Fleets of Underwater Robots. | Allan Zhao, Jie Xu, Juan Salazar, Wei Wang, Pingchuan Ma, Daniela Rus, Wojciech Matusik |
| 2022 | ICSE | Unleashing the Power of Compiler Intermediate Representation to Enhance Neural Program Embeddings. | Zongjie Li, Pingchuan Ma, Huaijin Wang, Shuai Wang, Qiyi Tang, Sen Nie, Shi Wu |
| 2022 | KDD | ML4S: Learning Causal Skeleton from Vicinal Graphs. | Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang |
| 2022 | SEKE | Unlearnable Examples: Protecting Open-Source Software from Unauthorized Neural Code Learning. | Zhenlan Ji, Pingchuan Ma, Shuai Wang |
| 2021 | ICASSP | Towards Practical Lipreading with Distilled and Efficient Models. | Pingchuan Ma, Brais Martnez, Stavros Petridis, Maja Pantic |
| 2021 | ICASSP | Detecting Adversarial Attacks on Audiovisual Speech Recognition. | Pingchuan Ma, Stavros Petridis, Maja Pantic |
| 2021 | ICASSP | End-To-End Audio-Visual Speech Recognition with Conformers. | Pingchuan Ma, Stavros Petridis, Maja Pantic |
| 2021 | Interspeech | LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision. | Pingchuan Ma, Rodrigo Mira, Stavros Petridis, Bjrn W. Schuller, Maja Pantic |
| 2021 | ISSAC | Separability Problems in Creative Telescoping. | Shaoshi Chen, Ruyong Feng, Pingchuan Ma, Michael F. Singer |
| 2021 | WACV | Lip-reading with Densely Connected Temporal Convolutional Networks. | Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic |
| 2021 | SIGMOD | MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis. | Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang |
| 2020 | ICASSP | Towards Pose-Invariant Lip-Reading. | Shiyang Cheng, Pingchuan Ma, Georgios Tzimiropoulos, Stavros Petridis, Adrian Bulat, Jie Shen, Maja Pantic |
| 2020 | ICASSP | Lipreading Using Temporal Convolutional Networks. | Brais Martnez, Pingchuan Ma, Stavros Petridis, Maja Pantic |
| 2020 | ICASSP | Visually Guided Self Supervised Learning of Speech Representations. | Abhinav Shukla, Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Maja Pantic |
| 2020 | ICML | Efficient Continuous Pareto Exploration in Multi-Task Learning. | Pingchuan Ma, Tao Du, Wojciech Matusik |
| 2020 | ICML | Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control. | Jie Xu, Yunsheng Tian, Pingchuan Ma, Daniela Rus, Shinjiro Sueda, Wojciech Matusik |
| 2020 | IJCAI | Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models. | Pingchuan Ma, Shuai Wang, Jin Liu |
| 2020 | INFOCOM | Security of Medical Cyber-physical Systems: An Empirical Study on Imaging Devices. | Zhiqiang Wang, Pingchuan Ma, Xiaoxiang Zou, Jianyi Zhang, Tao Yang |
| 2019 | CVPR | A Content Transformation Block for Image Style Transfer. | Dmytro Kotovenko, Artsiom Sanakoyeu, Pingchuan Ma, Sabine Lang, Bjrn Ommer |
| 2019 | DSN | A Quantitative Approach for Medical Imaging Device Security Assessment. | Pingchuan Ma, Zhiqiang Wang, Xiali Hei, Xiaoxiang Zou, Jianyi Zhang, Qixu Liu, Xin Lyu, Zihan Zhuo |
| 2019 | ICICS | Differentially Private Reinforcement Learning. | Pingchuan Ma, Zhiqiang Wang, Le Zhang, Ruming Wang, Xiaoxiang Zou, Tao Yang |
| 2019 | IJCNN | isAnon: Flow-Based Anonymity Network Traffic Identification Using Extreme Gradient Boosting. | Zhenzhen Cai, Bo Jiang, Zhigang Lu, Junrong Liu, Pingchuan Ma |
| 2019 | Interspeech | Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition. | Pingchuan Ma, Stavros Petridis, Maja Pantic |
| 2019 | Interspeech | Video-Driven Speech Reconstruction Using Generative Adversarial Networks. | Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Maja Pantic |
| 2018 | CCS | Medical Devices are at Risk: Information Security on Diagnostic Imaging System. | Zhiqiang Wang, Pingchuan Ma, Yaping Chi, Jianyi Zhang |
| 2018 | ICASSP | End-to-End Audiovisual Speech Recognition. | Stavros Petridis, Themos Stafylakis, Pingchuan Ma, Feipeng Cai, Georgios Tzimiropoulos, Maja Pantic |