Zhijie Deng
- Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
2025/08/08 by Xu Wang, Wang, Xu, Chenkai Xu +9 · 1 voice · 25 citations
Computer Science · #cs.LG #cs.AI
- Online Speculative Decoding
2023/10/11 by Xiaoxuan Liu, Liu, Xiaoxuan, Lanxiang Hu +11 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- CLLMs: Consistency Large Language Models
2024/02/28 by Siqi Kou, Lanxiang Hu, Kou, Siqi +7 · 12 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models
2024/06/19 by Zihao Zeng, Zeng, Zihao, Yibo Miao +7 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
- Thinking with Generated Images
2025/05/28 by Ethan Chern, Chern, Ethan, Zhulin Hu +12 · 27 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications
- Improved Operator Learning by Orthogonal Attention
2023/10/19 by Zipeng Xiao, Xiao, Zipeng, Zhongkai Hao +7 · 9 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Machine Learning and ELM #Neural Networks and Applications
- Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
2024/11/28 by Siqi Kou, Jiachun Jin, Kou, Siqi +14 · 15 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
- RealSafe-R1: Safety-Aligned DeepSeek-R1 without Compromising Reasoning Capability
2025/04/14 by Yichi Zhang, Zihao Zeng, Zhang, Yichi +9 · 25 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
- Improved Visual-Spatial Reasoning via R1-Zero-Like Training
2025/04/01 by Zhenyi Liao, Qingsong Xie, Liao, Zhenyi +10 · 14 citations
Computer Science · #Multimodal Machine Learning Applications #Constraint Satisfaction and Optimization #Advanced Neural Network Applications
- Exploring Memorization in Adversarial Training
2021/06/03 by Yinpeng Dong, Dong, Yinpeng, Ke Xu +11 · 4 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks #Machine Learning and Data Classification
- SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
2025/02/18 by Junkai Chen, Zhijie Deng, Chen, Junkai +14 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- In-context KV-Cache Eviction for LLMs via Attention-Gate
2024/10/15 by Zihao Zeng, Zeng, Zihao, Bokai Lin +7 · 5 citations
Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Network Traffic and Congestion Control
- Black-box Detection of Backdoor Attacks with Limited Information and\n Data
2021/03/24 by Yinpeng Dong, Dong, Yinpeng, Xiao Yang +11 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput
2024/06/20 by Xiaoxuan Liu, Liu, Xiaoxuan, Langxiang Hu +19 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
- LiBRe: A Practical Bayesian Approach to Adversarial Detection
2021/03/27 by Zhijie Deng, Deng, Zhijie, Xiao Yang +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic and Genetic Research #Machine Learning (cs.LG)
- LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks
2025/05/31 by Yi Yang, Yang, Yi, Sun, Jiaxuan +6 · 10 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Automated Systems
- Neural Eigenfunctions Are Structured Representation Learners
2022/10/23 by Zhijie Deng, Jiaxin Shi, Deng, Zhijie +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Accelerated Linearized Laplace Approximation for Bayesian Deep Learning
2022/10/23 by Zhijie Deng, Deng, Zhijie, Feng Zhou +3 · 2 citations
Computer Science · #Gaussian Processes and Bayesian Inference #Bayesian Modeling and Causal Inference #Machine Learning and Data Classification
- BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference
2023/10/17 by Siqi Kou, Lei Gan, Kou, Siqi +7 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Single-cell and spatial transcriptomics #Domain Adaptation and Few-Shot Learning
- Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model
2023/05/26 by Yibo Miao, Miao, Yibo, Hongcheng Gao +5 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
- SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation
2024/03/03 by Hongjian Liu, Qingsong Xie, Liu, Hongjian +14 · 2 citations
Decision Sciences · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Risk and Portfolio Optimization #Statistical Methods and Inference
- Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile
2025/02/10 by Hangliang Ding, Ding, Hangliang, Dacheng Li +9 · 4 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Advanced Optical Imaging Technologies #Neural Networks and Reservoir Computing
- FaceScore: Benchmarking and Enhancing Face Quality in Human Generation
2024/06/24 by Zhenyi Liao, Liao, Zhenyi, Qingsong Xie +7 · 2 citations
Computer Science · #Face recognition and analysis
- On Calibrating Diffusion Probabilistic Models
2023/02/21 by Tianyu Pang, Pang, Tianyu, Cheng Lu +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Topic Modeling
- Learning Sample Difficulty from Pre-trained Models for Reliable Prediction
2023/04/20 by Peng Cui, Dan Zhang, Cui, Peng +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Evaluating the Robustness of Text-to-image Diffusion Models against Real-world Attacks
2023/06/16 by Hongcheng Gao, Gao, Hongcheng, Hao Zhang +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection
2025/05/19 by Zhijie Deng, C. Liu, Deng, Zhijie +13 · 5 citations
Computer Science · Medicine · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
- Cluster Alignment with a Teacher for Unsupervised Domain Adaptation
2019/03/24 by Zhijie Deng, Deng, Zhijie, Yucen Luo +3 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- LOVECon: Text-driven Training-Free Long Video Editing with ControlNet
2023/10/15 by Zhenyi Liao, Liao, Zhenyi, Zhijie Deng +1 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
- Aligning CodeLLMs with Direct Preference Optimization
2024/10/24 by Yibo Miao, Miao, Yibo, Bofei Gao +14 · 1 citation
Computer Science · #Speech and dialogue systems #Semantic Web and Ontologies
- Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions
2025/05/26 by Kou, Siqi, Hanwen Xu, Tian, Qingyuan +4 · 2 citations
Computer Science · Mathematics · #Cognitive and developmental aspects of mathematical skills #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)