Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents
by Shuhan Xue, Jianyuan Zhong, Ziyuan Nan, Wenbin Li, Zhaochen Yu, Jinchao Ding, Qiang Gao, Pengyu Zhan, Yuntong Zhang, Tian Cheng, Zhenfei Yin, Yingcheng Wu, Ling Yang
When Should LLMs Abstain? Chain-of-Self-Questioning for Selective Risk Control
by Ali Şenol
What Breaks Under Pruning in Smart Homes, and When? Evaluating LLM Degradation Across Architectures and Task Complexity
by Congjing Zhang, Vashishtha Patil, Henning Lange, Usman Aleem
ENCP: Episode-Normalized Conformal Prediction for Vision-and-Language Navigation
by Vicky Feliren, A. Taufiq Asyhari, Muhamad Risqi U. Saputra
Verifiable Social Reasoning for LLM Assistants
by Amir Taubenfeld, Zorik Gekhman, Avigail Grinstein-Dabush, Itay Laish, Ariel Goldstein, Marian Croak, Avinatan Hassidim, Yossi Matias, Amir Feder
FreqSpaNet: Frequency and Spatial Learning of SFPF for Physical Layer Hardware Integrity Detection
by Xiaoxuan Huang, Jinlong Xu, YiZhe Wang, Meng Zhang, Xian Li, Yuying Bian
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence
by Xingxuan Zhang, Gang Ren, Hao Yuan, Hao Zou, Hongze Tan, Hui Wang, Jianhao Song, Jiansheng Li, Jiayao Zhang, Jinghan Zhang, Kaifang Li, Lang Mo, Li Mao, Mingchao Hao, Nuo Xu, Rui Ding, Ruiji Zhang, Shuyang Li, Siyu Mei, Tianyang Zhang, Weiyang Mu, Yancheng Dong, Yongxian Wei, Yuan Xue, Yuanrui Wang, Yue He, Zijia Yang, Ziyun Li, Dongzhe Li, Fuqiang Wang, Jiandong Liu, Jiawei Chen, Jiaxin Du, Kaijie Cheng, Kehan Li, Lei Sun, Linjun Zhou, Ningbo Dai, Qi Wang, Renzhe Xu, Shaoxing Du, Shumeng Yang, Wang Lu, Wenjing Chu, Xiannan Huang, Xiaoyu Lin, Xing Ai, Xinyan Han, Xuanyue Li, Xuanyue Su, Xukun Zhang, Yan Lu, Yaxin Zhang, Yi Qin, Yifei Huang, Yihan Xu, Yongle Lv, Yuanyuan Jiang, Yushan Han, Peng Cui
JustFit: 200K-Token LLM Serving on a 24 GiB Laptop with Just-in-Time State Management
by Yuhua Chen
Coupled Calibration and Learning: Mitigating Teacher Bias in LLM Distillation without Target-Domain Reward Feedback
by Haichen Hu, Yuheng Zhang, David Simchi-Levi
Reduced-Space Multi-Fidelity Bayesian Optimization of Process Simulation Models
by Niki Triantafyllou, Andrea Bernardi, Maria M. Papathanasiou