Tengyu Ma

Southwest University of Science and Technology — China

Computer Science · Physical Sciences

38h-index9.2kcitations185works10.92yr avg
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Research Topics

Machine Learning and Algorithms(34), Domain Adaptation and Few-Shot Learning(33), Stochastic Gradient Optimization Techniques(31), Topic Modeling(28), Natural Language Processing Techniques(26)

Publications185 total

Transform-Domain Filtered-x Least Mean Square Algorithms with Switched Step-Size Mechanism for Feedforward ANC Systems
Circuits Systems and Signal Processing·2026
Study of Switched Step-size Based Filtered-x NLMS Algorithm for Active Noise Cancellation
arXiv (Cornell University)·2026Open Access
Study of Switched Step-size Based Filtered-x NLMS Algorithm for Active Noise Cancellation
ArXiv.org·2026Open Access
Octo-Planner: On-Device Language Model for Planner-Action Agents
Lecture notes in computer science·2026
Switched Step-Size-Based Filtered-x NLMS Algorithm for Active Noise Control
IEEE Access·2026Open Access
SAM 3: Segment Anything with Concepts
ArXiv.org·2025· 1 citedOpen Access
PB-TPR: A Smart Grid Privacy Protection Framework for Secure Data Sharing and Efficient Aggregation
Lecture notes in computer science·2025
Fantastic Pretraining Optimizers and Where to Find Them
arXiv (Cornell University)·2025Open Access
Triple-Phase VPA Administration in C57 Mice: A Precision Timing Strategy for Cost-Effective ASD Modeling with Reduced Maternal Toxicity
2025Open Access
Learning With Self-Calibrator for Fast and Robust Low-Light Image Enhancement
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 14 cited
Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond
2025· 1 cited
Non-Asymptotic Length Generalization
arXiv (Cornell University)·2025Open Access
PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
arXiv (Cornell University)·2025· 1 citedOpen Access
Perception Encoder: The best visual embeddings are not at the output of the network
arXiv (Cornell University)·2025Open Access
STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving
arXiv (Cornell University)·2025Open Access
Formal Theorem Proving by Rewarding LLMs to Decompose Proofs Hierarchically
arXiv (Cornell University)·2024· 1 citedOpen Access
Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
arXiv (Cornell University)·2024· 1 citedOpen Access
SAM 2: Segment Anything in Images and Videos
arXiv (Cornell University)·2024· 206 citedOpen Access
Multi-exposure Laser Spot Image Fusion Dataset for Simulated and Real-World Scenes and A Laser Spot Shape-Aware Fusion Algorithm
2024· 1 cited
Linguistic Calibration of Long-Form Generations
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Yuanzhi Li(10), Sanjeev Arora(9), Colin Wei(8), Yingyu Liang(7), Andrej Risteski(5), Jason D. Lee(5), Stefano Ermon(3), Chelsea Finn(3), Ananya Kumar(3), Long Ma(3), Risheng Liu(3), Xin Fan(3), Rong Ge(3), Adrien Gaidon(3), Percy Liang(3), Moritz Hardt(3), Aditi Raghunathan(2), Kevin Huang(2), Aditya Bhaskara(2), Kaidi Cao(2)