Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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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
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
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
Talking Head Synthesis with Facial Landmark Guidance via 3D Gaussian Splatting
by Ziheng Yang, Yinfeng Yu, Yongming Li
Transformer-Based Token Fusion and Dynamic Graph Planning for Audio-Visual Navigation
by Shaohang Wu, Yinfeng Yu
World Model Science: Self-Organized Criticality, Weak Chaos, and Metastable Belief Dynamics in Long-Horizon LLM Agents
by Xinyuan Song, Zekun Cai
Corrupt Plans, Clean Traces: Evading Chain-of-Thought Monitoring with Plan Injection
by Keertana Chidambaram, Andrew Ilyas, Vasilis Syrgkanis