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Zheng, Junhao

  1. From System 1 to System 2: A Survey of Reasoning Large Language Models
    2025/02/24 by Zhongzhi Li, Duzhen Zhang, Li, Zhong-Zhi +36 · 65 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
  2. Towards Lifelong Learning of Large Language Models: A Survey
    2024/06/10 by Zheng, Junhao, Qiu, Shengjie, Shi, Chengming +1 · 14 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Lifelong Learning of Large Language Model based Agents: A Roadmap
    2025/01/13 by Zheng, Junhao, Shi, Chengming, Cai, Xidi +5 · 15 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  4. Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving
    2024/03/26 by Zheng, Junhao, Lin, Chenhao, Sun, Jiahao +3 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  5. Spurious Forgetting in Continual Learning of Language Models
    2025/01/23 by Zheng, Junhao, Cai, Xidi, Qiu, Shengjie +1 · 15 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
    2025/05/17 by Junhao Zheng, Zheng, Junhao, Q. Li +12 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  7. Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models
    2023/12/13 by Junhao Zheng, Zheng, Junhao, Shengjie Qiu +3 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  8. Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer
    2024/01/17 by Junhao Zheng, Qianli Ma, Zheng, Junhao +7 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  9. Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition
    2022/10/08 by Junhao Zheng, Zhanxian Liang, Zheng, Junhao +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  10. Incremental Sequence Labeling: A Tale of Two Shifts
    2024/02/16 by Shengjie Qiu, Qiu, Shengjie, Junhao Zheng +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. ListConRanker: A Contrastive Text Reranker with Listwise Encoding
    2025/01/13 by Liu, Junlong, Ma, Yue, Zhao, Ruihui +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  12. HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting
    2025/05/23 by Li, Boyuan, Luo, Yicheng, Liu, Zhen +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference
    2023/06/19 by Zheng, Junhao, Ma, Qianli, Qiu, Shengjie +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Conditional Logical Message Passing Transformer for Complex Query Answering
    2024/02/20 by Zhang, Chongzhi, Peng, Zhiping, Zheng, Junhao +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)
  15. Balancing the Causal Effects in Class-Incremental Learning
    2024/02/15 by Zheng, Junhao, Wang, Ruiyan, Zhang, Chongzhi +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)