Jiahao Xu

1. Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
   2024/12/30 by Xingyu Chen, Jiahao Xu, Chen, Xingyu +27 · 2 voices · 117 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL #semigroups and automata theory
2. Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
   2025/01/30 by Yue Wang, Qiuzhi Liu, Wang, Yue +27 · 4 voices · 39 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #cs.CL
3. DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
   2025/04/15 by Zhiwei He, Tian Liang, He, Zhiwei +27 · 71 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
4. Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability
   2024/11/29 by Zicheng Lin, Liang Tian, Lin, Zicheng +16 · 15 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing
5. Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
   2025/05/19 by Xiaoyuan Liu, Tian Liang, Liu, Xiaoyuan +15 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Topic Modeling
6. Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
   2025/05/20 by Xingyu Chen, Wang, Mengru, Chen, Xingyu +25 · 8 citations
   Computer Science · #Cognitive Science and Mapping #AI-based Problem Solving and Planning
7. Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation
   2024/12/16 by Longyue Wang, Wang, Longyue, Siyou Liu +25 · 4 citations
   Computer Science · #Natural Language Processing Techniques
8. Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation
   2024/09/02 by Jiahao Xu, Xu, Jiahao, Zikai Zhang +3 · 3 citations
   Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning and ELM #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
9. Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection
   2025/03/11 by Jiahao Xu, Zikai Zhang, Xu, Jiahao +3 · 5 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
10. Identify Backdoored Model in Federated Learning via Individual Unlearning
    2024/11/01 by Jiahao Xu, Zikai Zhang, Xu, Jiahao +3 · 3 citations
    Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
11. FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis
    2025/02/23 by Yilun Zheng, Zheng, Yilun, Sha Li +21 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
12. DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
    2025/05/29 by Ziyin Zhang, Jiahao Xu, Zhang, Ziyin +23 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Multi-Agent Systems and Negotiation #Software Engineering Research
13. Teaching LLMs to Refine with Tools
    2024/12/22 by Dapeng Yu, Yanfeng Zhang, Yu, Dian +13 · 1 citation
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Natural Language Processing Techniques #Library Science and Information Systems
14. GraphRareBench: An Auditable Graph-Evidence Benchmark for Phenotype-Driven Rare-Disease Diagnosis
    2026/07/27 by Guiling Guo, Jia Yang, Jiahao Xu +3
    #q-bio.QM #cs.AI #cs.LG