Papers
Unified Thinker: A General Reasoning Core for Image Generation
Sashuai Zhou, Qiang Zhou, Jijin Hu et al.
Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness
Tomer Ashuach, Shai Gretz, Yoav Katz et al.
Distilling Large Embeddings via Hyperspherical Householder Quantization
Yihang Wang, Bin Wu, Yueyang Su et al.
From Experts to Bases: Orthogonal Subspace Mixture for Continual Multimodal Instruction Tuning
Pei Chen, Xilai Wang, Shiqixu et al.
Beyond Single-View Detection: A Dual-Space Reasoning Framework for Interpretable Harmful Meme Understanding
Wenqing Hou, Hongkui Tu, Ye Wang et al.
Mind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMs
Luise Ge, Yongyan Zhang, Yevgeniy Vorobeychik
When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors
Chenghao Yang, Yuning Zhang, Zhoufutu Wen et al.
Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation
Dongding Lin, Jian Wang, Yongqi Li et al.
MuSe: Multi-Stage Graph Reasoning via Vision-Language Models
Guanyu Wang, Xu Chu, Zhijie Tan et al.
From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation
Kaiwen Wei, Kejun he, Xiaomian Kang et al.
OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory
Jinze Li, Yang Zhang, Xin Yang et al.
FineLAP: Taming Heterogeneous Supervision for Fine-grained Language-Audio Pretraining
Xiquan Li, Xuenan Xu, Ziyang Ma et al.
When Morphology Hides in Plain Sight: Breaking the Isolation in Vietnamese and Beyond
Anh Trac Duc Dinh, Khang Hoang Nhat Vo, Tai Tien Ta et al.
Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments
Zheng Jia, Shengbin Yue, Wei Chen et al.
An Exploration of Mamba for Speech Self-Supervised Models
Tzu-Quan Lin, Heng-Cheng Kuo, Tzu-Chieh Wei et al.
M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation
Hao Wang, Linlong Xu, Heng Liu et al.
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
Zijun Liu, Zhennan Wan, Peng Li et al.
Reinforcing Agentic Search Via Reward Density Optimization
Kun Luo, Hongjin Qian, Zheng Liu et al.
GKnow: Measuring the Entanglement of Gender Bias and Factual Gender
Leonor Veloso, Hinrich Schuetze
Self-Reflective Generation at Test Time
Jian Mu, Qixin Zhang, Zhiyong Wang et al.
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models
Xiang Hu, Zhanchao Zhou, Ruiqi Liang et al.
SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger
Sunguk Shin, Fangzhao Wu, Byung-Jun Lee et al.
Feeling Rules in Language Models: Mapping Norms of Emotional Appropriateness Across Roles, Institutions, and Intensity
Guangrui Fan, DanDan Liu, Aznul Qalid MD Sabri et al.
Do LLMs Capture Embodied Cognition and Cultural Variation? Cross-Linguistic Evidence from Demonstratives
Yu Wang, Emmanuele Chersoni, Chu-Ren Huang
MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
Zhaopeng Feng, Yupu Liang, Shaosheng Cao et al.