Junhao Zheng

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 · 70 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 Junhao Zheng, Zheng, Junhao, Shengjie Qiu +5 · 16 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models
   2023/12/13 by Junhao Zheng, Shengjie Qiu, Zheng, Junhao +3 · 5 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
4. LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
   2025/05/17 by Junhao Zheng, Zheng, Junhao, Cai, Xidi +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
5. Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer
   2024/01/17 by Junhao Zheng, Zheng, Junhao, Qianli Ma +7 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
6. Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition
   2022/10/08 by Junhao Zheng, Zheng, Junhao, Zhanxian Liang +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
7. 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)
8. OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
   2026/02/05 by Shaobo Wang, Xuan Ouyang, Tianyi Xu +9 · 1 voice
   Computer Science · #cs.CL