Publications (38)
VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation
Yanyuan Qiao, Zheng Yu, Qi Wu
From Bulk to Surface: Structure and Dynamics of Amorphous Alumina from Deep Potential Molecular Dynamics
Zheng Yu, Jiayan Xu, Abhirup Patra +3
On the Limitations of Non-GPU AI Accelerators for Large-Model Inference: A Field Study of MoE and Multimodal Serving on Huawei Ascend
Zheng Yu
Stellar parameters, extinction, and distances for stars in SMSS DR2 by SPar method
Mingxu Sun, Bingqiu Chen, Baokun Sun +8
How to Inverting the Leverage Score Distribution?
Zhihang Li, Zhao Song, Weixin Wang +2
Optical properties of dense lithium in electride phases by first-principles calculations
Zheng Yu, Hua Y. Geng, Y. Sun +1
Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling
Yaqiong Li, Xuhui Fan, Ling Chen +3
Mapping the Galactic Disk with the LAMOST and Gaia Red Clump Sample VII: the Stellar Disk Structure Revealed by the Mono-abundance Populations
Zheng Yu, Ji Li, Bingqiu Chen +7
Patch Validation in Automated Vulnerability Repair
Zheng Yu, Wenxuan Shi, Xinqian Sun +3
Deep Reinforcement Learning for Cost-Effective Medical Diagnosis
Zheng Yu, Yikuan Li, Joseph Kim +3
RAG Meets Temporal Graphs: Time-Sensitive Modeling and Retrieval for Evolving Knowledge
Jiale Han, Austin Cheung, Yubai Wei +4
VL-Mamba: Exploring State Space Models for Multimodal Learning
Yanyuan Qiao, Zheng Yu, Longteng Guo +5
Fast Graph Neural Tangent Kernel via Kronecker Sketching
Shunhua Jiang, Yunze Man, Zhao Song +2
March in Chat: Interactive Prompting for Remote Embodied Referring Expression
Yanyuan Qiao, Yuankai Qi, Zheng Yu +2
From Failure Taxonomy to Intervention: A Diagnostic Methodology for Industry-Scale AVLM in Video and Live-Streaming Platform Moderation
Shuchang Ye, Jinqiang Yu, Zhujun Xiao +6
ShadowBound: Efficient Heap Memory Protection Through Advanced Metadata Management and Customized Compiler Optimization
Zheng Yu, Ganxiang Yang, Xinyu Xing
Hindsight Preference Optimization for Financial Time Series Advisory
Yanwei Cui, Guanghui Wang, Xing Zhang +7
Decentralized RLS with Data-Adaptive Censoring for Regressions over Large-Scale Networks
Zifeng Wang, Zheng Yu, Qing Ling +2
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts
Jiahao Yu, Xingwei Lin, Zheng Yu +1
PortGPT: Towards Automated Backporting Using Large Language Models
Zhaoyang Li, Zheng Yu, Jingyi Song +3
HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation
Yanyuan Qiao, Yuankai Qi, Yicong Hong +3
Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel
Zheng Yu, Xuhui Fan, Marcin Pietrasik +1
Fast Sketching of Polynomial Kernels of Polynomial Degree
Zhao Song, David P. Woodruff, Zheng Yu +1
Scalable Lattice Influence Maximization
Wei Chen, Ruihan Wu, Zheng Yu
Empirically Predicted Absolute Magnitudes for Red Clump Stars in Mephisto and CSST Filters
Zheng Yu, Bing-Qiu Chen, Xiao-Wei Liu
CAMP: Compiler and Allocator-based Heap Memory Protection
Zhenpeng Lin, Zheng Yu, Ziyi Guo +3
On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method
Junyu Zhang, Chengzhuo Ni, Zheng Yu +2
The Stellar Disk Structure Rrevealed by the Mono-age Populations of the LAMOST Red Clump Sample
Zheng Yu, Bingqiu Chen, Jianhui Lian +2
How close are the classical two-body potentials to ab initio calculations? Insights from linear machine learning based force matching
Zheng Yu, Ajay Annamareddy, Dane Morgan +1
Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability
Zhao Song, Yitan Wang, Zheng Yu +1
FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images
Zheng Yu, Yaohua Wang, Siying Cui +3
Predicting Drug-Drug Interactions Using Heterogeneous Graph Neural Networks: HGNN-DDI
Hongbo Liu, Siyi Li, Zheng Yu
Structural Signatures for Thermodynamic Stability in Vitreous Silica: Insight from Machine Learning and Molecular Dynamics Simulations
Zheng Yu, Qitong Liu, Izabela Szlufarska +1
Understanding the fragile-to-strong transition in silica from microscopic dynamics
Zheng Yu, Dane Morgan, M. D. Ediger +1
Shortest paths govern fracture nucleation in thermoset networks
Zheng Yu, Nicholas E. Jackson
From LLMs to Agents: A Comparative Evaluation of LLMs and LLM-based Agents in Security Patch Detection
Junxiao Han, Zheng Yu, Lingfeng Bao +5
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources
Yikuan Li, Chengsheng Mao, Kaixuan Huang +4
Generalized Leverage Score Sampling for Neural Networks
Jason D. Lee, Ruoqi Shen, Zhao Song +2