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Tianlong Chen

  1. Graph Contrastive Learning with Augmentations
    2020/10/22 by Yuning You, You, Yuning, Tianlong Chen +9 · 105 citations
    Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #Recommender Systems and Techniques
  2. Learning to Optimize: A Primer and A Benchmark
    2021/03/23 by Tianlong Chen, Chen, Tianlong, Xiaohan Chen +11 · 34 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
  3. Graph Contrastive Learning Automated
    2021/06/10 by Yuning You, Tianlong Chen, You, Yuning +5 · 23 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 33 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  5. Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
    2024/10/03 by Guibin Zhang, Yanwei Yue, Zhang, Guibin +15 · 27 citations
    Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
  6. M3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
    2022/10/26 by Hanxue Liang, Liang, Hanxue, Zhiwen Fan +15 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  7. The Lottery Ticket Hypothesis for Pre-trained BERT Networks
    2020/07/23 by Tianlong Chen, Jonathan Frankle, Chen, Tianlong +10 · 11 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  8. TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models
    2023/11/27 by Yushi Huang, Huang, Yushi, Ruihao Gong +7 · 17 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  9. VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction
    2025/05/26 by Zhiwen Fan, Jian Zhang, Fan, Zhiwen +27 · 37 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  10. GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
    2024/02/19 by Jinhao Duan, Renming Zhang, Duan, Jinhao +15 · 14 citations
    Decision Sciences · #Auction Theory and Applications
  11. More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity
    2022/07/07 by Shiwei Liu, Tianlong Chen, Liu, Shiwei +15 · 9 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  12. Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
    2024/10/10 by Sukwon Yun, Inyoung Choi, Yun, Sukwon +14 · 18 citations
    Computer Science · #Advanced Clustering Algorithms Research #Topic Modeling #Machine Learning and Data Classification
  13. Chasing Sparsity in Vision Transformers: An End-to-End Exploration
    2021/06/08 by Tianlong Chen, Chen, Tianlong, Yu Cheng +9 · 8 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  14. Advancing Model Pruning via Bi-level Optimization
    2022/10/08 by Yihua Zhang, Zhang, Yihua, Yuguang Yao +13 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  15. Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
    2020/03/28 by Tianlong Chen, Sijia Liu, Chen, Tianlong +9 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  16. A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
    2022/10/14 by Keyu Duan, Zirui Liu, Duan, Keyu +13 · 7 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
  17. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Wang, Kun, Guibin Zhang +193 · 31 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  18. Unified Visual Transformer Compression
    2022/03/15 by Shixing Yu, Yu, Shixing, Tianlong Chen +13 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Image Enhancement Techniques
  19. Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers
    2023/03/02 by Tianlong Chen, Zhenyu Zhang, Chen, Tianlong +7 · 7 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
  20. Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
    2022/10/07 by Tianxin Wei, Wei, Tianxin, Yuning You +9 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Graph Neural Networks #Topic Modeling
  21. A Survey on Trustworthy LLM Agents: Threats and Countermeasures
    2025/03/12 by Miao Yu, Fanci Meng, Yu, Miao +21 · 18 citations
    Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Big Data and Digital Economy #Ethics and Social Impacts of AI
  22. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
    2024/05/08 by Dawei Li, Li, Dawei, Yang Shu +21 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  23. The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models
    2020/12/12 by Tianlong Chen, Chen, Tianlong, Jonathan Frankle +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  24. Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free
    2020/10/22 by Haotao Wang, Wang, Haotao, Tianlong Chen +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts
    2023/08/22 by Wenyan Cong, Hanxue Liang, Cong, Wenyan +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  26. Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets
    2022/02/09 by Tianlong Chen, Chen, Tianlong, Xuxi Chen +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Video Analysis and Summarization
  27. Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning
    2024/10/09 by Abhinav Bandari, Lu Yin, Bandari, Abhinav +13 · 6 citations
    Engineering · #Advanced Surface Polishing Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Metallurgical Processes and Thermodynamics #Mineral Processing and Grinding
  28. QuantMoE-Bench: Examining Post-Training Quantization for Mixture-of-Experts
    2024/06/12 by Pingzhi Li, Xiaolong Jin, Li, Pingzhi +6 · 6 citations
    Decision Sciences · #Forecasting Techniques and Applications #Advanced Bandit Algorithms Research
  29. Training Stronger Baselines for Learning to Optimize
    2020/10/18 by Tianlong Chen, Chen, Tianlong, Weiyi Zhang +11 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  30. Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness
    2022/06/15 by Tianlong Chen, Chen, Tianlong, Huan Zhang +11 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
  31. Can pruning improve certified robustness of neural networks?
    2022/06/15 by Zhangheng Li, Tianlong Chen, Li, Zhangheng +7 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations
    2022/07/04 by Tianlong Chen, Chen, Tianlong, Peihao Wang +4 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Is Attention All That NeRF Needs?
    2022/07/27 by Mukund Varma T, Peihao Wang, T, Mukund Varma +9 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. FlowTS: Time Series Generation via Rectified Flow
    2024/11/12 by Yang Hu, Xiao Wang, Hu, Yang +14 · 5 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Anomaly Detection Techniques and Applications
  35. Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs
    2025/02/11 by Ruichen Zhang, Zhang, Ruichen, Qiu, Mufan +14 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Spam and Phishing Detection #Topic Modeling #Web Data Mining and Analysis
  36. DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis
    2024/12/16 by Pan Wang, Qiang Zhou, Wang, Pan +7 · 6 citations
    Computer Science · Social Sciences · #Sentiment Analysis and Opinion Mining #Hate Speech and Cyberbullying Detection #Computational and Text Analysis Methods
  37. Robust Pre-Training by Adversarial Contrastive Learning
    2020/10/26 by Ziyu Jiang, Jiang, Ziyu, Tianlong Chen +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  38. Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training
    2022/11/19 by Zhenglun Kong, Haoyu Ma, Kong, Zhenglun +27 · 3 citations
    Engineering · Computer Science · #Advanced Image Fusion Techniques #CCD and CMOS Imaging Sensors #Image Enhancement Techniques
  39. Efficient Lottery Ticket Finding: Less Data is More
    2021/06/06 by Zhenyu Zhang, Zhang, Zhenyu, Xuxi Chen +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  40. Self-Damaging Contrastive Learning
    2021/06/06 by Ziyu Jiang, Tianlong Chen, Jiang, Ziyu +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
  41. CAP: Co-Adversarial Perturbation on Weights and Features for Improving Generalization of Graph Neural Networks
    2021/10/28 by Haotian Xue, Xue, Haotian, Kaixiong Zhou +11 · 2 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  42. Symbolic Learning to Optimize: Towards Interpretability and Scalability
    2022/03/13 by Wei‐Jun Zheng, Zheng, Wenqing, Tianlong Chen +5 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
  43. Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization
    2024/02/22 by Xuxi Chen, Zhendong Wang, Chen, Xuxi +13 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  44. VGAI: End-to-End Learning of Vision-Based Decentralized Controllers for Robot Swarms
    2020/02/06 by Ting-Kuei Hu, Fernando Gama, Hu, Ting-Kuei +9 · 1 voice · 1 citation
    Computer Science · Engineering · Neuroscience · #Distributed Control Multi-Agent Systems #UAV Applications and Optimization #Cerebrospinal fluid and hydrocephalus
  45. PCAL: A Privacy-preserving Intelligent Credit Risk Modeling Framework Based on Adversarial Learning
    2020/10/06 by Yuli Zheng, Zheng, Yuli, Zhenyu Wu +7 · 2 citations
    Computer Science · Medicine · #Privacy-Preserving Technologies in Data #Artificial Intelligence in Healthcare and Education #Cryptography and Data Security
  46. I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts
    2025/05/25 by Jiayi Xin, Xin, Jiayi, Yun, Sukwon +10 · 6 citations
    Computer Science · #Speech and dialogue systems
  47. Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models
    2024/10/02 by Joseph Lee, Shu Yang, Lee, Joseph +19 · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #cs.CL #cs.LG #q-bio.GN
  48. Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study
    2021/08/24 by Tianlong Chen, Chen, Tianlong, Kaixiong Zhou +11 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
  49. Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective
    2023/12/03 by Can Jin, Tianjin Huang, Jin, Can +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  50. Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing Performance
    2022/03/05 by Shiwei Liu, Liu, Shiwei, Yuesong Tian +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing
  51. VAQF: Fully Automatic Software-Hardware Co-Design Framework for Low-Bit Vision Transformer
    2022/01/17 by Mengshu Sun, Sun, Mengshu, Haoyu Ma +13 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  52. M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation
    2023/02/28 by Junjie Yang, Yang, Junjie, Xuxi Chen +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
  53. Training Your Sparse Neural Network Better with Any Mask
    2022/06/26 by Ajay Jaiswal, Jaiswal, Ajay, Haoyu Ma +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  54. Tuning-Free Accountable Intervention for LLM Deployment -- A Metacognitive Approach
    2024/03/08 by Zhen Tan, Jie Peng, Tan, Zhen +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  55. Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again
    2022/10/14 by Ajay Jaiswal, Jaiswal, Ajay, Peihao Wang +8 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  56. Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks
    2021/06/24 by Ting-Kuei Hu, Hu, Ting-Kuei, Fernando Gama +11 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Signal Processing (eess.SP) #Systems and Control (eess.SY) #Visual Attention and Saliency Detection #electronic engineering #information engineering
  57. The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative
    2024/02/20 by Zhen Tan, Tan, Zhen, Chengshuai Zhao +11 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computers and Society (cs.CY) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  58. The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter
    2023/06/06 by Ajay Jaiswal, Jaiswal, Ajay, Shiwei Liu +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
  59. Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference
    2020/02/24 by Ting-Kuei Hu, Tianlong Chen, Hu, Ting-Kuei +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  60. Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense
    2025/01/05 by Yang Ouyang, Ouyang, Yang, Hengfei Gu +13 · 2 citations
    Computer Science · #Physical Unclonable Functions (PUFs) and Hardware Security #Adversarial Robustness in Machine Learning #Cryptographic Implementations and Security
  61. BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment
    2024/11/16 by Sizhe Wang, Wang, Sizhe, Yunze Tong +9 · 2 citations
    Engineering · #Advanced Manufacturing and Logistics Optimization #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Optimization and Packing Problems
  62. IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios
    2025/05/27 by Yifan Li, Li, Yifan, Yuehe Chen +12 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
  63. Rethinking PGD Attack: Is Sign Function Necessary?
    2023/12/03 by Junjie Yang, Yang, Junjie, Tianlong Chen +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  64. FaithCoT-Bench: Benchmarking Instance-Level Faithfulness of Chain-of-Thought Reasoning
    2025/10/05 by Xu Shen, Shen, Xu, Song Wang +11 · 3 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Religion, Spirituality, and Psychology
  65. Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility
    2025/02/24 by Martin Kuo, Jingyang Zhang, Kuo, Martin +21 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  66. FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping
    2024/04/05 by Ajay Jaiswal, Bodun Hu, Jaiswal, Ajay +11 · 1 citation
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis
  67. MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
    2024/06/17 by Guanjie Chen, Chen, Guanjie, Xinyu Zhao +5 · 1 citation
    Computer Science · #Topic Modeling #Machine Learning in Healthcare
  68. Jim137/qkan: v0.1.0
    2025/09/17 by Jiun-Cheng Jiang, Jiang, Jiun-Cheng, Morris Yu-Chao Huang +5 · 2 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems
  69. FairSkin: Fair Diffusion for Skin Disease Image Generation
    2024/10/29 by Ruichen Zhang, Yuguang Yao, Zhang, Ruichen +15 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
  70. GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
    2024/10/17 by Guibin Zhang, Haonan Dong, Zhang, Guibin +17 · 1 citation
    Computer Science · #Software Engineering Research
  71. AutoSpeech: Neural Architecture Search for Speaker Recognition
    2020/05/07 by Shaojin Ding, Tianlong Chen, Ding, Shaojin +7 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  72. More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment
    2025/04/03 by Yifan Wang, Runjin Chen, Wang, Yifan +17 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
  73. AsyncSpade: Efficient Test-Time Scaling with Asynchronous Sparse Decoding
    2025/10/08 by Yilin Guan, Luo, Shuqing, Pingzhi Li +6 · 1 citation
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Advanced Neural Network Applications
  74. The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit
    2025/01/04 by Huixue Zhou, Hengrui Gu, Zhou, Huixue +32 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Digital Rights Management and Security
  75. LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems
    2025/12/01 by Zhiyuan Wang, Wang, Zhiyuan, Tianlong Chen +10 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  76. Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare
    2024/11/29 by Tianqi Shang, Shang, Tianqi, Weiqing He +11 · 1 citation
    Medicine · Computer Science · Health Professions · #Chronic Disease Management Strategies #Machine Learning in Healthcare #Artificial Intelligence in Healthcare
  77. Stochastic Meta-Unlearning: Bridging Language Backbone and Multimodal Unlearning
    2026/07/21 by Zijie Liu, Jinhao Duan, Gaowen Liu +2
    #cs.CL #cs.LG
  78. The Blessing of Dimensionality: How Near-Orthogonality in High-Dimensional Spaces Explains Temporal Portability
    2026/07/22 by Abigail Woodring, Adrian Chan, Rana Muhammad Shahroz Khan +3
    #cs.LG #cs.CL