Tianxing He

1. Why gradient clipping accelerates training: A theoretical justification for adaptivity
   2019/05/28 by Jingzhao Zhang, Tianxing He, Zhang, Jingzhao +5 · 41 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Can Language Models Solve Graph Problems in Natural Language?
   2023/05/17 by Heng Wang, Shangbin Feng, Wang, Heng +9 · 47 citations
   Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
3. Jailbreak Large Vision-Language Models Through Multi-Modal Linkage
   2024/11/30 by Yu Wang, Xiaofei Zhou, Wang, Yu +7 · 18 citations
   Computer Science · Social Sciences · #Digital and Cyber Forensics #Artificial Intelligence in Law #Natural Language Processing Techniques
4. k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text
   2024/02/17 by Abe Bohan Hou, Jingyu Zhang, Hou, Abe Bohan +7 · 10 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #User Authentication and Security Systems #Internet Traffic Analysis and Secure E-voting
5. Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
   2023/05/17 by Shangbin Feng, Feng, Shangbin, Weijia Shi +9 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
6. Negative Training for Neural Dialogue Response Generation
   2019/03/06 by Tianxing He, James Glass, He, Tianxing +1 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
7. SATA: A Paradigm for LLM Jailbreak via Simple Assistive Task Linkage
   2024/12/19 by Xiaoning Dong, Wenbo Hu, Dong, Xiaoning +5 · 4 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Data Quality and Management #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
8. Detecting egregious responses in neural sequence-to-sequence models
   2018/09/11 by Tianxing He, He, Tianxing, James Glass +1 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques
9. Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles
   2024/10/17 by Xiao Pu, Tianxing He, Pu, Xiao +3 · 3 citations
   Computer Science · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models
    2023/10/02 by Wenxuan Ding, Ding, Wenxuan, Shangbin Feng +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
11. Towards Black-Box Membership Inference Attack for Diffusion Models
    2024/05/25 by Jingwei Li, Dong Jing, Li, Jingwei +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning
12. An Empirical Study on Few-shot Knowledge Probing for Pretrained Language Models
    2021/09/06 by Tianxing He, He, Tianxing, Kyunghyun Cho +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
13. Revisiting Latent-Space Interpolation via a Quantitative Evaluation Framework
    2021/10/13 by Mi Lu, Mi, Lu, Tianxing He +9 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
14. Learning Time-Invariant Representations for Individual Neurons from Population Dynamics
    2023/11/03 by Mi Lu, Mi, Lu, Trung Le +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Neuroscience · #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
15. From Data Quality to Model Quality: an Exploratory Study on Deep Learning
    2019/06/10 by Tianxing He, He, Tianxing, Shengcheng Yu +7 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
16. Can LLMs Generate Reliable Test Case Generators? A Study on Competition-Level Programming Problems
    2025/06/07 by Yuhan Cao, Zian Chen, Cao, Yuhan +38 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Software Engineering (cs.SE) #Software Testing and Debugging Techniques #Topic Modeling
17. Step-Level Preference Learning for Generative Agents in Social Simulations
    2026/07/16 by Wenchang Gao, Pingyue Sheng, Lanlan Qiu +7
    #cs.AI