Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
134 results on this page · clear filters
Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering
by Jaewoo Jung, Hyeonseo Yu, Honggyu An, Jisang Han, Mungyeom Kim, Minkyeong Jeon, Heeseong Shin, Wonjun Moon, Federico Tombari, Daniel Barath, Marc Pollefeys, Seungryong Kim, Sunghwan Hong
Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI
by Cheng Qian, Kunlun Zhu, Beibin Li, Zhenhailong Wang, Heng Ji
TokenCast: Forecasting Token Consumption During LLM Agent Execution
by Chaoqian Ouyang, Ling Yue, Libin Zheng, Huanghui Guo, Shengxiang Xu, YiShu Wang, Ran Li, Jian Yin, Shaowu Pan, Shimin Di
FinAutoRubric: Expert-Guided Automatic Rubric Generation for Evaluating Financial Research Agents
by Hoyoung Lee, Suyeol Yun, Jack Haverty, Yunju Cho, Meesong Kim, Daekyung Park, Sumin Kim, Jihoon Kwon, Jasmine Jia Geng, Andrew Chin, Yin Luo, Edward Tong, Yu Yu, Zach Golkhou, Minkyu Kim, Igor Halperin, Young Cha, Alejandro Lopez-Lira, Chanyeol Choi, Yongjae Lee
Shockingly Simple Self-retrospection Improves Agentic Models Without RL
by Jonathan Light, Christopher Zhang Cui, Jeonghye Kim, Roger Creus Castanyer, Emiliano Penaloza, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Minseon Kim
Failure-Transparent Agents: Benchmarking Post-Failure Reporting in Tool-Using Language Models
by Junru Zhu, Shiming Xie, Aime Lu Fan Chen, Xiaoqing Ding, Chunxin Tang, Ruoyu Qi, Yulang Fei
Learning to Stop without Learning to Stop: Self-Supervised Confidence Training Improves Reasoning Efficiency
by Parsa Hosseini, Akasha Tigalappanavara, Sumit Nawathe, Chenrui Fan, Sourya Basu, Genta Indra Winata, Anirban Das, Soheil Feizi, Nima Chitsazan
Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs
by Quan Nguyen-Tri, Mukul Ranjan, Zhiqiang Shen
Detecting GPT-Assisted Writing Using Interpretable Stylometric Features
by Rajesh Kumar, Nabeel Siddiqui, Alexander Fuchsberger
Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design
by Hongyang Du, Lan Yan, Christian Flores, Asim Kadav