GY
Geng Yuan
cs.LGcs.CVcs.AIcs.NEcs.ARcs.ETcs.ROcs.DCstat.MLeess.IV
On Valency
published · living versionsW_sm7r6rxg·v1 · currentpublished
When Does Test-Time Search Help World Action Models? An Empirical Audit of Candidate Selection and Simulator Integrity
with Jun Liu, Dajie Sun, Zhenglun Kong, Zhenjiang Fan +6
1 version
Preprints & journals
65 papers in the corpus · 2018–2026CIRRA: Dual-Level Continual Instruction Reconciliation with Ongoing Execution for Embodied Robot Agents in Interactive Household Tasks2610.08862v2 · Ci Zhang, Enfu Nan, Arman Akbari et al.2026 · 0 citationsarXiv
No Concept Escapes the Audit: Auditing-Aware Unlearning for Verifiable Concept Erasure in Diffusion Models2610.05401v2 · Kaiyuan Deng, Yuchen Li, Gen Li et al.2026 · 0 citationsarXiv
Your Unlearning Gives You Away: Identifying Erased Concepts in Diffusion Models2610.05601v1 · Kaiyuan Deng, Yuchen Li, Yang Xiao et al.2026 · 0 citationsarXiv
Imagine the Future, Internalize the Gist: Efficient VLA Reasoning via Internalized Spatiotemporal Imagination2610.02626v4 · Shenglan Li, Zhendong Mi, Hengyi Zhu et al.2026 · 0 citationsarXiv
BitNest: Bit-Nested Speculative Decoding for Memory-Efficient LLM Inference Acceleration2610.02800v2 · Chence Yang, Ningxi Cheng, Arash Akbari et al.2026 · 0 citationsarXiv
Q-WAM: 4-Bit Quantization of World Action Models with Action-Subspace Protection2609.33269v1 · Arash Akbari, Arman Akbari, Jingwu Luo et al.2026 · 0 citationsarXiv
Who Speaks for the Pruned? Visual Token Pruning as Coverage Optimization2609.03158v1 · Qingchan Zhu, Weihang You, Hanqi Jiang et al.2026 · 0 citationsarXiv
DART-FL: Burst-Aware Multitask Federated Learning under Dynamic Inference Demand at the Edge2608.27713v1 · Yiming Xie, Pinrui Yu, Geng Yuan et al.2026 · 0 citationsarXiv
Flash-WAM: Modality-Aware Distillation for World Action Models2606.05254v2 · Arman Akbari, Ci Zhang, Arash Akbari et al.2026 · 0 citationsarXiv
Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs2605.24154v2 · Qitao Tan, Xiaoying Song, Arman Akbari et al.2026 · 0 citationsarXiv
PhyWorld: Physics-Faithful World Model for Video Generation2605.19242v1 · Pu Zhao, Juyi Lin, Timothy Rupprecht et al.2026 · 0 citationsarXiv
ActQuant: Sub-4-bit Action-Guided Quantization for Vision-Language-Action Models2605.24011v3 · Arash Akbari, Arman Akbari, Masih Eskandar et al.2026 · 0 citationsarXiv
Multimodal cardiovascular risk profiling using self-supervised learning of polysomnography.41288599 · He, Zhengxiao, Li, Huayu, Yuan, Geng et al.2026 · 3 citationsSleep. 2026;49(4)
A Framework for Human-AI Q-Matrix Refinement: A NeuralCDM Evaluation2604.16398v1 · Ying Zhang, Ningxi Cheng, Yizhu Gao et al.2026 · 0 citationsarXiv
When Should a Robot Think? Resource-Aware Reasoning via Reinforcement Learning for Embodied Robotic Decision-Making2603.16673v5 · Jun Liu, Pu Zhao, Zhenglun Kong et al.2026 · 0 citationsarXiv
Roots Beneath the Cut: Uncovering the Risk of Concept Revival in Pruning-Based Unlearning for Diffusion Models2603.06640v1 · Ci Zhang, Zhaojun Ding, Chence Yang et al.2026 · 0 citationsarXiv
ViThinker: Active Vision-Language Reasoning via Dynamic Perceptual Querying2602.02873v1 · Weihang You, Qingchan Zhu, David Liu et al.2026 · 0 citationsarXiv
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features.38442055 · Li, Huayu, Carreon-Rascon, Ana S, Chen, Xiwen et al.2026 · 12 citationsIEEE journal of biomedical and health informatics. 2026;30(2):958-969
Q-realign: Piggybacking Realignment on Quantization for Safe and Efficient LLM Deployment2601.08089v1 · Qitao Tan, Xiaoying Song, Ningxi Cheng et al.2026 · 0 citationsarXiv
From Bits to Chips: An LLM-based Hardware-Aware Quantization Agent for Streamlined Deployment of LLMs2601.03484v2 · Kaiyuan Deng, Hangyu Zheng, Minghai Qing et al.2026 · 0 citationsarXiv
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking2601.06163v2 · Kaiyuan Deng, Bo Hui, Gen Li et al.2026 · 0 citationsForty-Third International Conference on Machine Learning (ICML 2026)
Towards Fast LLM Fine-tuning through Zeroth-Order Optimization with Projected Gradient-Aligned Perturbations2510.18228v1 · Zhendong Mi, Qitao Tan, Grace Li Zhang et al.2025 · 0 citationsarXiv
End-to-End On-Device Quantization-Aware Training for LLMs at Inference Cost2509.00031v2 · Qitao Tan, Xiaoying Song, Jin Lu et al.2025 · 0 citationsarXiv
Rethinking the Potential of Layer Freezing for Efficient DNN Training2508.15033v1 · Chence Yang, Ci Zhang, Lei Lu et al.2025 · 0 citationsarXiv
TSLA: A Task-Specific Learning Adaptation for Semantic Segmentation on Autonomous Vehicles Platform2508.12279v2 · Jun Liu, Zhenglun Kong, Pu Zhao et al.2025 · 3 citationsIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 44, no. 4, pp. 1406-1419, April 2025
Smarter Together: Combining Large Language Models and Small Models for Physiological Signals Visual Inspection.41230240 · Li, Huayu, He, Zhengxiao, Chen, Xiwen et al.2025 · 4 citationsJournal of healthcare informatics research. 2025;9(4):656-685
ACE: Exploring Activation Cosine Similarity and Variance for Accurate and Calibration-Efficient LLM Pruning2505.21987v1 · Zhendong Mi, Zhenglun Kong, Geng Yuan et al.2025 · 0 citationsarXiv
KerZOO: Kernel Function Informed Zeroth-Order Optimization for Accurate and Accelerated LLM Fine-Tuning2505.18886v1 · Zhendong Mi, Qitao Tan, Xiaodong Yu et al.2025 · 0 citationsarXiv
AyE-Edge: Automated Deployment Space Search Empowering Accuracy yet Efficient Real-Time Object Detection on the Edge2408.05363v1 · Chao Wu, Yifan Gong, Liangkai Liu et al.2024 · 2 citationsarXiv
Improving GPU Multi-Tenancy Through Dynamic Multi-Instance GPU Reconfiguration2407.13126v1 · Tianyu Wang, Sheng Li, Bingyao Li et al.2024 · 0 citationsarXiv
SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing2401.16720v1 · Sheng Li, Geng Yuan, Yue Dai et al.2024 · 4 citationsarXiv
Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM2401.11664v1 · Bingbing Li, Geng Yuan, Zigeng Wang et al.2024 · 4 citationsarXiv
Continual Learning with Deep Neural Networks in Physiological Signal Data: A Survey.38255045 · Li, Ao, Li, Huayu, Yuan, Geng2024 · 23 citationsHealthcare (Basel, Switzerland). 2024;12(2)
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices2309.12212v1 · Zhengang Li, Geng Yuan, Tomoharu Yamauchi et al.2023 · 7 citationsarXiv
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training2211.10801v1 · Zhenglun Kong, Haoyu Ma, Geng Yuan et al.2022 · 15 citationsarXiv
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training2209.11204v1 · Geng Yuan, Yanyu Li, Sheng Li et al.2022 · 6 citationsarXiv
SparCL: Sparse Continual Learning on the Edge2209.09476v1 · Zifeng Wang, Zheng Zhan, Yifan Gong et al.2022 · 44 citationsarXiv
Non-Structured DNN Weight Pruning-Is It Beneficial in Any Platform?33735086 · Ma, Xiaolong, Lin, Sheng, Ye, Shaokai et al.2022 · 115 citationsIEEE transactions on neural networks and learning systems. 2022;33(9):4930-4944
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization2208.05163v1 · Zhengang Li, Mengshu Sun, Alec Lu et al.2022 · 85 citationsarXiv
EfficientFormer: Vision Transformers at MobileNet Speed2206.01191v5 · Yanyu Li, Geng Yuan, Yang Wen et al.2022 · 437 citationsarXiv
Real-Time Portrait Stylization on the Edge2206.01244v1 · Yanyu Li, Xuan Shen, Geng Yuan et al.2022 · 0 citationsarXiv
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration2111.11581v1 · Yifan Gong, Geng Yuan, Zheng Zhan et al.2021 · 10 citationsarXiv
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge2110.14032v1 · Geng Yuan, Xiaolong Ma, Wei Niu et al.2021 · 52 citationsarXiv
Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search2108.08910v2 · Zheng Zhan, Yifan Gong, Pu Zhao et al.2021 · 59 citationsarXiv
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot?2107.00166v4 · Xiaolong Ma, Geng Yuan, Xuan Shen et al.2021 · 25 citationsarXiv
Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search2106.14943v1 · Pu Zhao, Wei Niu, Geng Yuan et al.2021 · 0 citationsarXiv
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator2106.09144v1 · Geng Yuan, Payman Behnam, Zhengang Li et al.2021 · 77 citationsarXiv
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI2106.09166v2 · Geng Yuan, Zhiheng Liao, Xiaolong Ma et al.2021 · 38 citationsarXiv
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices2106.15304v1 · Xuan Shen, Geng Yuan, Wei Niu et al.2021 · 10 citationsarXiv
A Compression-Compilation Framework for On-mobile Real-time BERT Applications2106.00526v2 · Wei Niu, Zhenglun Kong, Geng Yuan et al.2021 · 3 citationsarXiv
Career total: 120 works. 65 are in this corpus.Showing the 50 most recent.
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