Deep Learning Monitor - Find new Arxiv papers, tweets and Reddit posts for you

Lin Guan, Jia-Qi Yang, Zhishan Zhao, Jiaqi Huang, Hangyu Wang, Longbin Li, Beichuan Zhang, Haonan Jiang, Jinan Ni, Xiangyu Fan, Xiaowen Li, Ziyao Ren, Yuhang Qi, Xiaolong Zhu, Xuanyuan Luo, Qiwei Chen, Yi Cheng, Lele Yu

2026-09-08

The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer

Tianhua Chen

2026-09-08

Segment Any Motion with Radar: Robust Multimodal Moving-Object Segmentation and Tracking

Jue Wang, Xuan Wang, Hao Zhou, Ruixiang Zhou, Yixuan Zhou, Tianshuo Yuan, Jieming Ma, Jie Zhang, Fei Luo

2026-09-08

MM++: Post-Hoc Scale-Invariant Multilayer OOD Detection via Top-K Gated Feature Fusion

Rahim Hossain, Md Tawheedul Islam Bhuian, Md Farhan Shadiq, Kyoung-Don Kang

2026-09-02

The impact of phase information for few-shot fine-grained image classification

Ruiling Liu, Linyue Zhang, Wenyi Zeng, Jiamiao Lu, Weichuang Zhang, Changming Sun, Zejun Zhang, Xiao Zhao

2026-09-03

CLUES-WEASEL: No additional clues required to choose your time series clustering algorithm

Johann Faouzi

2026-09-07

Large-Scale User Behavior Analysis in Multimodal AI-Assisted Manual Task Execution

Rafael Ferreira, Diogo Tavares, Diogo Glória-Silva, David Semedo, João Magalhães

2026-09-07

Advancing Open and Reproducible Relational Learning: RelArena-$α$, TabPFN-Rel and RPI

Adrian Hayler, Klemens Flöge, Alan Arazi, Rishabh Ranjan, Jure Leskovec, Felix Birkel, Brendan Roof, Anurag Garg, Kristina Collins, Lydia Sidhoum, Jonas Kübler, Siyuan Guo, Oscar Key, Jan Hendrik Metzen, Rylee Grace, David Salinas, Arthur Cahu, Simon Bing, Benjamin Jäger, Tuana Çelik, Mihir Manium, Vitor Monteiro, Jake Robertson, Jerry Chen, Eliott Kalfon, Tomás Pereda, Lilly Wehrhahn, Dominik Safaric, Tobias Schroeder, Georg Grab, Diana Kriuchkova, Clara Cornu, Philipp Singer, Nick Erickson, Vahid Balazadeh, Marie Salmon, Simone Alessi, Kürşat Kaya, Philipp Jund, Léo Grinsztajn, Yann LeCun, Bernhard Schölkopf, Madelon Hulsebos, Lennart Purucker, Sauraj Gambhir, Frank Hutter, Noah Hollmann

2026-09-07

GUIDE: Guiding Internal Evidence with Language Instructions

Soyeon Caren Han, Hyunsuk Chung, Jinwoo Kim, Seungyeon Ji, Kyungreem Han

2026-08-31

Kolmogorov--Arnold against bounded translations

Sviatoslav V. Dzhenzher

2026-08-31

What and Whose Knowledge? Measuring Epistemic Diversity in Large Language Models

Dustin Wright, Sarah Masud, Jared Moore, Srishti Yadav, Maria Antoniak, Peter Ebert Christensen, Chan Young Park, Isabelle Augenstein

2026-08-31

Free Pause Tokens

John Langford, Nathan Godey, Giovanni Monea, Yoav Artzi, Harry Dong, Ying Fan, Gustavo de Rosa, Zheng Zhan

2026-09-03

Correlation flow governs learning at criticality

Andrea Combette, Nelly Pustelnik, Antoine Venaille

2026-08-31

Safety Training Modulates Harmful Misalignment Under On-Policy RL, But Direction Depends on Environment Design

Leon Eshuijs, Shihan Wang, Antske Fokkens

2026-09-03

A computable representation of the physical laboratory enables verifiable workflows

Xiaobo Li, Luyao Ge, Xiaohui Li, Lulu Guo, Ming Mao, Jiwang Zheng, Wenting Guan, Xin Yang, Yi Luo, Jun Jiang, Linjiang Chen

2026-09-03

Explicit Interaction Architectures for Dynamical Learning: A Controlled Study of Structural Inductive Bias

Augusto Sarti

2026-09-03

Skill Reuse as Compression in Agentic RL

Zhikun Xu, Yu Feng, Jacob Dineen, Taiwei Shi, Jieyu Zhao, Ben Zhou

2026-09-01

GenScale: A Benchmark for Relative Object Scale in Image Generation and Editing

Lingxiao Li, Max Whitton, Ledell Wu, Boqing Gong

2026-09-01

HybridWorldSim: A Scalable and Controllable High-fidelity Simulator for Autonomous Driving

Qiang Li, Yingwenqi Jiang, Tuoxi Li, Duyu Chen, Xiang Feng, Yucheng Ao, Shangyue Liu, Xingchen Yu, Youcheng Cai, Yumeng Liu, Yuexin Ma, Xin Hu, Li Liu, Yu Zhang, Linkun Xu, Bingtao Gao, Xueyuan Wang, Shuchang Zhou, Xianming Liu, Ligang Liu

2026-08-31

Are We There Yet? Assessing Computer-Use Agents for Blind Users' Accessible Interaction with Desktop Applications

Satwik Ram Kodandaram, Monalika Padma Reddy, Xiaojun Bi, Jiawei Zhou, I. V. Ramakrishnan, Vikas Ashok

2026-09-01

Every Token Leaves a Ripple in the Stream of Thought: Eliciting Model-Internal Token Saliency for Chain-of-Thought Compression

Tianyi Zhao, Yinhan He, Wendy Zheng, Chen Chen

2026-08-31

Persistent Memory Through Triple-Loop Consolidation Under Stochastic Unit Turnover

Jianwei Lou

2026-08-31

Forecasting the Winner of a Live Tennis Match

Charles Xie, Aneesh Muppidi

2026-09-07

Fresh Papers

SenseNova-U1.5: Towards Native Unified Visual Intelligence

Haiwen Diao, Jiahao Wang, Chenjing Ding, Hanming Deng, Jiangnan Chen, Ruixi Zhang, Ruohui Wang, Wenwen Tong, Xiangyu Fan, Yubo Wang, Yue Zhu, Yuwei Niu, Zhengqi Bai, Zhiqian Lin, Zhitao Yang, Zhongang Cai, Bo Yang, Chen Feng, Chengguang Lv, Guangjia Liu, Guanlin Wang, Hanyu Zhang, Haojia Yu, Hongcan Xiao, Hongli Wang, Huan Wu, Huaping Zhong, Jian Fang, Jianan Fan, Jiaqi Li, Jiefan Lu, Jing Zuo, Jingcheng Ni, Junxiang Xu, Linjun Dai, Mutian Xu, Peishen Yan, Penghao Wu, Ruijie Mao, Ruisi Wang, Shihao Bai, Shuang Yang, Shuya Yang, Shuyan Zheng, Silei Wu, Siying Li, Tao Chu, Tianbo Zhong, Tongxi Zhou, Weichao Luo, Weichen Fan, Wenhao Jia, Wenjie Gao, Xiangli Kong, Yan Li, Yang Yong, Zimo Wen, Zixuan Qian, Wenxiu Sun, Ruihao Gong, Quan Wang, Lewei Lu, Lei Yang, Ziwei Liu, Dahua Lin

2026-09-10

TBR: Transport-Based Rendering with Deposition Strokes for Inverse Graphics

Tianqi Liu, Yushan Han, Hang Liu

2026-09-10

Positional task conditioning for scalable defect detection across product families in large product catalogs

Soham Satyadharma, Gabriel Roccabruna, Suleiman A. Khan

2026-09-10

GPU-CFR: 80x Faster Counterfactual Regret Minimization by Compiling the Game to Static Dataflow and CUDA Graph Replay

Boning Li, Longbo Huang

2026-09-10

General Quantification of Covariate and Concept Shifts

Hongbo Chen, Li Charlie Xia

2026-09-10

Data Scarcity and Model Sparsity: Mixtures-of-Experts Overfit More to Repeated Data

Atindra Jha, Margaret Li, Jure Leskovec, Percy Liang, Luke Zettlemoyer

2026-09-10

Can Edge-Deployable Vision-Language Models Identify Species?

William Zhou, Mayukha Siripuram, Xiao Yan, Ziqi Liu, Yi Ding

2026-09-10

Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business Impact

Masahiro Kato, Daiki Honma, Taka Kato

2026-09-10

Distance generalization in transformers: why bother with positional encoding?

Daniel Henrik Nevermann, Claudius Gros

2026-09-10

Artificial Id: Drive and Persistent Alignment in Agentic AI

Yakov Pyotr Shkolnikov

2026-09-10

From Protocols to Evidence: Bounded Claims for AI in Service of the Common Good

Nitesh V. Chawla, Paulo Benanti

2026-09-10

TART: A Modular Tool for Technique-Aware Audio-to-Tablature Guitar Transcription

Akshaj Gupta, Hwi Joo Park, Andrea Guzman, Shamak Gowda, Samhita Konduri, Jiachen Lian, Robin Netzorg, Gopala Anumanchipalli

2026-09-10

MindTopo: Can Foundation Models Reason in Topological Space?

Yunfei Ge, Anbang Liu, Qineng Wang, Johnalbert Garnica, Jianwen Lyu, Zihan Wang, Reuben Tan, Jianfeng Gao, Ruohan Zhang, Yining Hong, Jiajun Wu, Manling Li

2026-09-10

What Language is This? Ask Your Tokenizer

Clara Meister, Ahmetcan Yavuz, Pietro Lesci, Tiago Pimentel

2026-09-10

Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding

Weitong Cai, Hang Zhang, Yukai Huang, Yiqiao Xie, Shan Gao, Jiankang Deng, Songcen Xu, Jifei Song, Zhensong Zhang

2026-09-10

CausalArena: Benchmarking Causal Discovery in the Foundation Model Era

Zi-Rong Li, Si-Yang Liu, Tian-Zuo Wang, Han-Jia Ye

2026-09-10

3D Point Splatting for mmWave Radar Novel View Synthesis

Adnan Armouti, Yixuan Gao, Rajalakshmi Nandakumar

2026-09-10

Silver Rate Is (Almost) Optimal for Gradient Descent

Yuhan Ye, Kaizhao Liu

2026-09-10

Nuha-Speech: Building General-Purpose Arabic Speech-LLMs

Yingzhi Wang, Reem Alhazzani, Muhammad Alqurishi

2026-09-10

Guided Super-Resolution of Digital Elevation Models with Diffusion-Based Image Generators

Armand Mihai Nicolicioiu, Dominik Narnhofer, Nando Metzger, Daniel Panangian, Ksenia Bittner, Konrad Schindler

2026-09-10

CoRA-NAS: Coarse Ranking and Anchor-Residual Refinement for Neural Architecture Search

Yifan Yang, Zhaoyan Wang, Zheng Gao, Xiaoyu Li, Jiaojiao Jiang

2026-09-10

Domain-Specific Hallucination Detection in Large Language Models

Varun Teja Chundru, Debasmita Biswas

2026-09-10

Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens

Carl Edwards, Edward De Brouwer, Xiner Li, Namkyeong Lee, Ehsan Hajiramezanali, Anne Biton, Sara Mostafavi, Gabriele Scalia

2026-09-10

On the Regularization Landscape for the Linear Recommendation Models

Dong Li, Zhenming Liu, Ruoming Jin, Hao Zhou, Zhi Liu, Jing Gao, Bin Ren

2026-09-10

The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement

Yi Duan, Ying Liu, Zirui Tang, Haodong Chen, Jun Zhou, Yumou Liu, Bangrui Xu, Yukai Wu, Sidi Chen, Yuhan Zhou, Haoyu Wang, Xiaoyou Yu, Shaokun Han, Xuzhou Zhu, Le Zhou, Bolin Lu, Wei Zhou, Jiachen Liu, Nuozhou Fang, Jiaxin Tian, Ruoyu Chen, Yuxuan Li, Kai Zuo, Kaiyan Zhang, Jiantao Qiu, Conghui He, Guoliang Li, Bowen Zhou, Zhiyuan Liu, Zhoufutu Wen, Jihua Kang, Xuanhe Zhou, Fan Wu

2026-09-10

Evaluating Time-Series Foundation Models and Multimodal Dietary Context for CGM Forecasting

Bowen Zhang, Hsiu-Wen Cheng, Hongyu Yang, Evie L. Shen, Joleen Vansomphone, Yuna Li, Kerry Zhou, Zitian Qu, Suning Zhao, Xiangning Deng, Hua Zhou, Jin J. Zhou

2026-09-10

Augustinian BabyLM: What Ostensive Definition Can and Cannot Teach a Small Language Model

Lisa Bylinina

2026-09-10

AdamX: Cosine similarity meets gradient descent

Francisco Caldas, Ruben Belo, Cláudia Soares

2026-09-10

Epistemic orientation predicts legislative effectiveness among members of the US Congress

Segun Aroyehun, Stephan Lewandowsky, David Garcia

2026-09-10

RetroThinker: Enabling Retrospective Thinking in Speech LLMs

Yi-Jen Shih, Puyuan Peng, Abdelrahman Mohamed, David Harwath

2026-09-10

reinforcement learning

Skill Reuse as Compression in Agentic RL

Zhikun Xu, Yu Feng, Jacob Dineen, Taiwei Shi, Jieyu Zhao, Ben Zhou

2026-09-01

Three Steps at a Time: Learning Representations from Action Sequences in Contrastive RL

Michal Korniak, Kamil Dybek, Benjamin Eysenbach, Marco Bagatella, Michał Bortkiewicz

2026-08-31

Data-to-Energy Stochastic Dynamics

Kirill Tamogashev, Esmeralda S. Whitammer

2026-08-31

LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training

Minju Gwak, Minseo Kwak, Dongseok Lee, Guijin Son, Alan Ritter, Jaehyung Kim

2026-08-31

GMTS: Gradient Magnitude-based Token Selection Improves RLVR Training for LLM Reasoning

Outongyi Lv, Yuanwei Zhang, Xiaoqun Zhang

2026-08-31

Discrete Compositional Generation via General Soft Operators and Robust Reinforcement Learning

Marco Jiralerspong, Esther Derman, Danilo Vucetic, Esmeralda S. Whitammer, Bilun Sun, Tianyu Zhang, Pierre-Luc Bacon, Gauthier Gidel

2026-08-31

Reinforcement Learning Can Amplify Emergent Misalignment from Harmless Rewards

Magnus Jørgenvåg, David Kaczér, Lasse Ruttert, Marvin Gülhan, Lucie Flek, Florian Mai

2026-08-31

Adaptive teachers for amortized samplers

Minsu Kim, Sanghyeok Choi, Taeyoung Yun, Emmanuel Bengio, Leo Feng, Jarrid Rector-Brooks, Sungsoo Ahn, Jinkyoo Park, Esmeralda S. Whitammer, Yoshua Bengio

2026-08-31

Learning diverse attacks on large language models for robust red-teaming and safety tuning

Seanie Lee, Minsu Kim, Lynn Cherif, David Dobre, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi, Gauthier Gidel, Yoshua Bengio, Esmeralda S. Whitammer, Moksh Jain

2026-08-31

Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum

Xingjian Wang, Shijian Wang, Yibo Wang, Zihao Yu, Runhao Fu, Xuelian Cheng, Zongyuan Ge

2026-08-31

Amortizing intractable inference in large language models

Edward J. Hu, Moksh Jain, Eric Elmoznino, Younesse Kaddar, Guillaume Lajoie, Yoshua Bengio, Esmeralda S. Whitammer

2026-08-31

GFlowNets and variational inference

Esmeralda S. Whitammer, Salem Lahlou, Tristan Deleu, Xu Ji, Edward Hu, Katie Everett, Dinghuai Zhang, Yoshua Bengio

2026-08-31

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

Tao Hu, Jiaxin Ai, Licheng Wen, Xueheng Li, Shu Zou, Siqi Li, Nianchen Deng, Xinyu Cai, Hongbin Zhou, Pinlong Cai, Daocheng Fu, Yu Yang, Hairong Zhang, Botian Shi, Xuemeng Yang

2026-08-31

SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems

Oubo Ma, Yuwen Pu, Linkang Du, Yang Dai, Ruo Wang, Xiaolei Liu, Yingcai Wu, Shouling Ji

2026-08-31

Training and Agentic Inference Strategies for LLM-based Manim Animation Generation

Ravidu Suien Rammuni Silva, Ahmad Lotfi, Isibor Kennedy Ihianle, Golnaz Shahtahmassebi, Jordan J. Bird

2026-08-31

DiffPDE: Masked Diffusion Language Models as PDE Solver

Wenxuan Guo, Yuyang Hong, Lubin Fan, Zhaojin Fu, Lin Chen, Kun Ding, Shiming Xiang

2026-08-31

PAC: Progress-Augmented Advantage Curriculum for Multi-Task Reinforcement Learning of LLMs

Yuanqiang Yu, Yanzhao Zheng, Zhentao Zhang, Tianze Xu, Chao Ma, Jihuai Zhu, Jiashun Liu, Xinle Deng, Baohua Dong, Hangcheng Zhu, Ruohui Huang

2026-08-31

Rubric-to-Code Credit Assignment for Reinforcement Learning

Rui Jin, Jikai Chen, Yihan Chen, Hao Zhou, Demin Zhu, Kaichen Yang, Dong Wang, Linjian Mo, Chenyi Zhuang

2026-08-31

Learning Where Outcomes Change:Credit-Addressable Reasoning for Multimodal Geometry

Jiani Guo, Junjie Wang, Jie Wu, Pengxiang Zhao, Dongdong Zhang, Shaohan Huang, Yujiu Yang, Furu Wei

2026-08-31

Understanding Reward Hacking in Text-to-Image Reinforcement Learning

Yunqi Hong, Kuei-Chun Kao, Hengguang Zhou, Cho-Jui Hsieh

2026-08-31

Confounding Masquerading as Improvement: A Systematic Evaluation of Offline Reinforcement Learning for Stroke Antithrombotic Treatment in a 129,000-Patient Registry

Kihun Rhee

2026-08-31

Locally-Guided Actor-Critic: Training a Goal-conditioned Actor with a Subgoal-aware Critic

Olivier Serris, Stéphane Doncieux, Olivier Sigaud

2026-08-31

SemPOI-RL: Aligning LLM Semantic Reasoning for Interpretable Out-of-Town POI Sequential Generation

Yunqi Liu, Yang Zhang, Ruixing Zhang, Liangzhe Han, Yi Qiao, Tongyu Zhu, Leilei Sun

2026-08-31

Beyond Polarization: The Generative Constraint of Chain-of-Thought in Pointwise Reranking

Xiaoyang Chen, Jie Liu, Haijin Liang, Haibo Shi, Jin Ma, Ben He, Yingfei Sun, Dezhi Ye

2026-08-31

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs

Vu Duc Anh, Nhat M. Hoang, Do Xuan Long, Cong-Duy Nguyen, Ponhvoan Srey, Luu Anh Tuan

2026-08-31

Learning Personalized Prompts for Healthcare Guidance

Ruize Shi, Hong Huang, Wei Zhou, Kehan Yin, Kai Zhao, Yun Zhao

2026-08-31

Online Estimation of Dynamic Origin-Destination Matrices Using Reinforcement Learning with Link-Flow Propagation Guidance

Donggyu Min, Dong-Kyu Kim

2026-08-31

Knowing Beyond the Known: Reinforced Knowledge Specification for Multi-Label Class-Incremental Learning

Aoting Zhang, Dongbao Yang, Chang Liu, Xiaopeng Hong, Can Ma, Yu Zhou

2026-08-31

ScenePilot: Grow-and-Repair Policy for Text-Driven 3D Indoor Scene Generation

Jiawei Zhang, Hongsong Wang, Pan Zhou

2026-08-31

Safety Training Modulates Harmful Misalignment Under On-Policy RL, But Direction Depends on Environment Design

Leon Eshuijs, Shihan Wang, Antske Fokkens

2026-09-03

language

SQL-Zero: Self-Evolving Text-to-SQL

Daniel Machado Pedrozo, Julia Soares Dollis, Bryan Lincoln Marques de Oliveira, Vinicius Alboneti Aguiar, Sávio Salvarino Teles de Oliveira, Telma Woerle de Lima Soares

2026-09-04

What and Whose Knowledge? Measuring Epistemic Diversity in Large Language Models

Dustin Wright, Sarah Masud, Jared Moore, Srishti Yadav, Maria Antoniak, Peter Ebert Christensen, Chan Young Park, Isabelle Augenstein

2026-08-31

LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training

Minju Gwak, Minseo Kwak, Dongseok Lee, Guijin Son, Alan Ritter, Jaehyung Kim

2026-08-31

Skill Reuse as Compression in Agentic RL

Zhikun Xu, Yu Feng, Jacob Dineen, Taiwei Shi, Jieyu Zhao, Ben Zhou

2026-09-01

Are We There Yet? Assessing Computer-Use Agents for Blind Users' Accessible Interaction with Desktop Applications

Satwik Ram Kodandaram, Monalika Padma Reddy, Xiaojun Bi, Jiawei Zhou, I. V. Ramakrishnan, Vikas Ashok

2026-09-01

Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents

Zhijie Ding, Weinan Hong, Zicheng Zhu, Lei Li, Dezhi Kong, Hao Wang, Peng Zhou, Xuchu Jiang, Jiaming Xu

2026-08-31

MURANO: Design, Run, and Reproduce Mechanistic Interpretability Experiments as Composable Pipelines

Alireza Bayat Makou, Emirhan Böge, Phu Gia Hoang, Federico Tiblias, Jingcheng Niu, Subhabrata Dutta, Richard Eckart de Castilho, Iryna Gurevych

2026-08-31

SwarmBench: Can Large Language Models Act as Agent Swarm Orchestrators?

Jinshan Gao, Zhuoran Jin, Tianyi Men, Kang Liu, Jun Zhao

2026-08-31

Fine-Grained Multi Image Object Hallucination Benchmark

Joonki Min, Chaeyun Kim, Hyungwook Choi, Yejin Kim, Kihyun Kim, Yohan Jo, Joonseok Lee

2026-08-31

Where Identity Lives: Localized, Retain-Free Identity Unlearning in Multimodal Large Language Models

Kangwook Ko, Jaehyuk Jang, Wonjun Lee, Hee-Seon Kim, Changick Kim

2026-08-31

Revising Context, Shifting Simulated Stance: Auditing LLM-Based Stance Simulation in Online Discussions

Xinnong Zhang, Wanting Shan, Hanjia Lyu, Zhongyu Wei, Jiebo Luo

2026-08-31

What It Costs to Compose, Rebuild, and Correct Precomputed Memory

Asa Shepard

2026-08-31

BiG-SURE - Bipartite Graph for Semantic Uncertainty and Reliability Estimation of LLMs

Debarpan Bhattacharya, Malay Phadke, Sriram Ganapathy

2026-08-31

Decomposing Wrong-Consensus Agreement in LLM Self-Consistency

Lizhuo Zhang, Mengmeng Tang, Chenfeng Long, Xiaoyong Tang, Xiang Luo

2026-08-31

Free Pause Tokens

John Langford, Nathan Godey, Giovanni Monea, Yoav Artzi, Harry Dong, Ying Fan, Gustavo de Rosa, Zheng Zhan

2026-09-03

Ladders in Chaos: When, How, (and Perhaps Why) Does Test-Time Scaling Improve LLM Machine Translation

Di Wu, Sergey Troshin, Christof Monz, Antske Fokkens, Vlad Niculae

2026-08-31

GMTS: Gradient Magnitude-based Token Selection Improves RLVR Training for LLM Reasoning

Outongyi Lv, Yuanwei Zhang, Xiaoqun Zhang

2026-08-31

REER-PT: Reverse-Engineered Reasoning for Perplexity-Guided Pre-training Data Augmentation

Haoran Que, Jiajun Shi, Ting Huang, Renming Pang, Jiaheng Liu, Ge Zhang, Wenhao Huang, Shen Yan, Wei Ye, Shikun Zhang

2026-08-31

Cost-efficient Active Learning for Referring Image Segmentation and Grounding

Junbeom Hong, Seonghoon Yu, Hyung Rok Jung, Sundong Kim, Jeany Son

2026-08-31

Hidden Threat in Synthetic Data: Covert Targeted Bias Injection through Benign Text

Minkyung Cho, Jihyo Kim, SeungWoo Song, Junghun Yuk, Minjoon Kee, Hoyun Song, KyungTae Lim

2026-08-31

Reinforcement Learning Can Amplify Emergent Misalignment from Harmless Rewards

Magnus Jørgenvåg, David Kaczér, Lasse Ruttert, Marvin Gülhan, Lucie Flek, Florian Mai

2026-08-31

Reading the News: Adapting Large Language Models to Swedish Journalism Through Continued Pre-Training

Lukas Borggren, Jenny Kunz, Marco Kuhlmann

2026-08-31

Extracting Small Translation Specialists from LLMs by Aggressively Pruning Experts

Liu O. Martin, Lucas Bandarkar, Nanyun Peng

2026-08-31

Generative Retrieval for E-commerce: Jointly Learning Embedding and Codebook with Same Product Cluster

Songtao Fang, Zihao Xu, Shaowei Wei, Jin Zhang, Zhuojun Wang

2026-08-31

Learning diverse attacks on large language models for robust red-teaming and safety tuning

Seanie Lee, Minsu Kim, Lynn Cherif, David Dobre, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi, Gauthier Gidel, Yoshua Bengio, Esmeralda S. Whitammer, Moksh Jain

2026-08-31

The Safety Relay in Roleplay Jailbreaks: A Component-Resolved Causal Analysis of Harm Recognition and Refusal

Md Mokarram Chowdhury, Ernie Chang, Yang Li

2026-08-31

Language Proficiency Assessment from Eye Movements in Naturalistic Passage Reading

Shachar Frenkel, Ido Falah, Omer Shubi, Yevgeni Berzak

2026-08-31

World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning

Yucheng Zhou, Wei Tao, Yiwen Guo, Jianbing Shen

2026-08-31

SynthAVE: Scalable Synthetic Labeling for E-Commerce with LLM-Arena Validation

Andrea Scarinci, Virginia Negri, Brayan Impata, Suleiman Khan, Victor Martinez, Marcello Federico