Saved in:
| Main Authors: | Wen, Zichen, Qu, Jiashu, Chen, Zhaorun, Lu, Xiaoya, Liu, Dongrui, Liu, Zhiyuan, Wu, Ruixi, Yang, Yicun, Jin, Xiangqi, Xu, Haoyun, Liu, Xuyang, Li, Weijia, Lu, Chaochao, Shao, Jing, He, Conghui, Zhang, Linfeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2507.11097 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Thinking Inside the Mask: In-Place Prompting in Diffusion LLMs
by: Jin, Xiangqi, et al.
Published: (2025)
by: Jin, Xiangqi, et al.
Published: (2025)
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
by: Wang, Shaobo, et al.
Published: (2025)
by: Wang, Shaobo, et al.
Published: (2025)
Towards Principled Dataset Distillation: A Spectral Distribution Perspective
by: Wu, Ruixi, et al.
Published: (2026)
by: Wu, Ruixi, et al.
Published: (2026)
IPCV: Information-Preserving Compression for MLLM Visual Encoders
by: Chen, Yuan, et al.
Published: (2025)
by: Chen, Yuan, et al.
Published: (2025)
Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning
by: Ke, Junlong, et al.
Published: (2026)
by: Ke, Junlong, et al.
Published: (2026)
Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?
by: Wen, Zichen, et al.
Published: (2025)
by: Wen, Zichen, et al.
Published: (2025)
X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Multi-Turn Jailbreaks without Compromising Usability
by: Lu, Xiaoya, et al.
Published: (2025)
by: Lu, Xiaoya, et al.
Published: (2025)
INFA-Guard: Mitigating Malicious Propagation via Infection-Aware Safeguarding in LLM-Based Multi-Agent Systems
by: Zhou, Yijin, et al.
Published: (2026)
by: Zhou, Yijin, et al.
Published: (2026)
LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts
by: Ren, Qibing, et al.
Published: (2024)
by: Ren, Qibing, et al.
Published: (2024)
LLMs Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions
by: Hu, Xuhao, et al.
Published: (2025)
by: Hu, Xuhao, et al.
Published: (2025)
Flash-Unified: A Training-Free and Task-Aware Acceleration Framework for Native Unified Models
by: Ke, Junlong, et al.
Published: (2026)
by: Ke, Junlong, et al.
Published: (2026)
Mask Tokens as Prophet: Fine-Grained Cache Eviction for Efficient dLLM Inference
by: Huang, Jianuo, et al.
Published: (2025)
by: Huang, Jianuo, et al.
Published: (2025)
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
by: Wen, Zichen, et al.
Published: (2025)
by: Wen, Zichen, et al.
Published: (2025)
AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems
by: Chen, Yulang, et al.
Published: (2026)
by: Chen, Yulang, et al.
Published: (2026)
Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving
by: Xiong, Minhao, et al.
Published: (2025)
by: Xiong, Minhao, et al.
Published: (2025)
IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks
by: Lu, Xiaoya, et al.
Published: (2025)
by: Lu, Xiaoya, et al.
Published: (2025)
Shifting AI Efficiency From Model-Centric to Data-Centric Compression
by: Liu, Xuyang, et al.
Published: (2025)
by: Liu, Xuyang, et al.
Published: (2025)
OmniDocLayout: Towards Diverse Document Layout Generation via Coarse-to-Fine LLM Learning
by: Kang, Hengrui, et al.
Published: (2025)
by: Kang, Hengrui, et al.
Published: (2025)
HomeGuard: VLM-based Embodied Safeguard for Identifying Contextual Risk in Household Task
by: Lu, Xiaoya, et al.
Published: (2026)
by: Lu, Xiaoya, et al.
Published: (2026)
Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More
by: Wen, Zichen, et al.
Published: (2025)
by: Wen, Zichen, et al.
Published: (2025)
AudioMarathon: A Comprehensive Benchmark for Long-Context Audio Understanding and Efficiency in Audio LLMs
by: He, Peize, et al.
Published: (2025)
by: He, Peize, et al.
Published: (2025)
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint
by: Ma, Qianli, et al.
Published: (2025)
by: Ma, Qianli, et al.
Published: (2025)
Diffusion LLM with Native Variable Generation Lengths: Let [EOS] Lead the Way
by: Yang, Yicun, et al.
Published: (2025)
by: Yang, Yicun, et al.
Published: (2025)
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching
by: Liu, Zhiyuan, et al.
Published: (2025)
by: Liu, Zhiyuan, et al.
Published: (2025)
dVLA: Diffusion Vision-Language-Action Model with Multimodal Chain-of-Thought
by: Wen, Junjie, et al.
Published: (2025)
by: Wen, Junjie, et al.
Published: (2025)
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
by: Wang, Shaobo, et al.
Published: (2025)
by: Wang, Shaobo, et al.
Published: (2025)
REEF: Representation Encoding Fingerprints for Large Language Models
by: Zhang, Jie, et al.
Published: (2024)
by: Zhang, Jie, et al.
Published: (2024)
Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles
by: Wei, Qingyan, et al.
Published: (2025)
by: Wei, Qingyan, et al.
Published: (2025)
GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction
by: Li, Xuelin, et al.
Published: (2025)
by: Li, Xuelin, et al.
Published: (2025)
Measurement and evaluation of surgical models of spinal fusion in mice, rats, and rabbits
by: Jianghong Lu, et al.
Published: (2026)
by: Jianghong Lu, et al.
Published: (2026)
AudioKV: KV Cache Eviction in Efficient Large Audio Language Models
by: Wang, Yuxuan, et al.
Published: (2026)
by: Wang, Yuxuan, et al.
Published: (2026)
EvoStreaming: Your Offline Video Model Is a Natively Streaming Assistant
by: Wen, Zichen, et al.
Published: (2026)
by: Wen, Zichen, et al.
Published: (2026)
ABSTRAL: Automatic Design of Multi-Agent Systems Through Iterative Refinement and Topology Optimization
by: Song, Weijia, et al.
Published: (2026)
by: Song, Weijia, et al.
Published: (2026)
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
by: Liu, Xuyang, et al.
Published: (2025)
by: Liu, Xuyang, et al.
Published: (2025)
Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models
by: Liu, Xuyang, et al.
Published: (2025)
by: Liu, Xuyang, et al.
Published: (2025)
Loop as a Bridge: Can Looped Transformers Truly Link Representation Space and Natural Language Outputs?
by: Chen, Guanxu, et al.
Published: (2026)
by: Chen, Guanxu, et al.
Published: (2026)
PPCR-IM: A System for Multi-layer DAG-based Public Policy Consequence Reasoning and Social Indicator Mapping
by: Song, Zichen, et al.
Published: (2026)
by: Song, Zichen, et al.
Published: (2026)
Accelerating Diffusion Transformers with Token-wise Feature Caching
by: Zou, Chang, et al.
Published: (2024)
by: Zou, Chang, et al.
Published: (2024)
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
by: Ma, Qianli, et al.
Published: (2024)
by: Ma, Qianli, et al.
Published: (2024)
RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents
by: Yang, Jingyi, et al.
Published: (2025)
by: Yang, Jingyi, et al.
Published: (2025)
Similar Items
-
Thinking Inside the Mask: In-Place Prompting in Diffusion LLMs
by: Jin, Xiangqi, et al.
Published: (2025) -
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
by: Wang, Shaobo, et al.
Published: (2025) -
Towards Principled Dataset Distillation: A Spectral Distribution Perspective
by: Wu, Ruixi, et al.
Published: (2026) -
IPCV: Information-Preserving Compression for MLLM Visual Encoders
by: Chen, Yuan, et al.
Published: (2025) -
Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning
by: Ke, Junlong, et al.
Published: (2026)