Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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15,601 to 15,660 of 118,437

From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows
Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda +3
cs.CRcs.AIarXiv:2506.23260v22025
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
Siwei Wu, Zhongyuan Peng, Xinrun Du +14
cs.CLarXiv:2410.13639v22024
Cradle: Empowering Foundation Agents Towards General Computer Control
Weihao Tan, Wentao Zhang, Xinrun Xu +25
cs.AIarXiv:2403.03186v32024
Spark: A System for Scientifically Creative Idea Generation
Aishik Sanyal, Samuel Schapiro, Sumuk Shashidhar +3
cs.AIcs.IRcs.LGarXiv:2504.20090v22025
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion
Junjiao Tian, Lavisha Aggarwal, Andrea Colaco +2
cs.CVarXiv:2308.12469v32023
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation
Ziyao Zhang, Yanlin Wang, Chong Wang +2
cs.SEcs.AIcs.CLarXiv:2409.20550v22024
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning
Liang Zhang, Anwen Hu, Haiyang Xu +5
cs.CVarXiv:2404.16635v12024
Link-Context Learning for Multimodal LLMs
Yan Tai, Weichen Fan, Zhao Zhang +3
cs.CVcs.CLarXiv:2308.07891v12023
Don't lie to your friends: Learning what you know from collaborative self-play
Jacob Eisenstein, Reza Aghajani, Adam Fisch +5
cs.LGcs.CLarXiv:2503.14481v32025
Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs
Eugene Bagdasaryan, Tsung-Yin Hsieh, Ben Nassi +1
cs.CRcs.AIcs.CLarXiv:2307.10490v42023
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
Mengkang Hu, Tianxing Chen, Qiguang Chen +3
cs.CLcs.AIcs.ROarXiv:2408.09559v12024
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
Zhenhailong Wang, Shaoguang Mao, Wenshan Wu +3
cs.AIcs.CLarXiv:2307.05300v42023
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors
Yun Peng, Shuzheng Gao, Cuiyun Gao +2
cs.SEarXiv:2306.01394v12023
Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens
Xinsheng Wang, Mingqi Jiang, Ziyang Ma +22
cs.SDcs.AIeess.ASarXiv:2503.01710v12025
FlexCap: Describe Anything in Images in Controllable Detail
Debidatta Dwibedi, Vidhi Jain, Jonathan Tompson +2
cs.CVcs.AIcs.CLarXiv:2403.12026v22024
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
Ran Xu, Yuchen Zhuang, Yishan Zhong +13
cs.CLcs.AIcs.LGarXiv:2506.04405v22025
FineSurE: Fine-grained Summarization Evaluation using LLMs
Hwanjun Song, Hang Su, Igor Shalyminov +2
cs.CLcs.AIarXiv:2407.00908v32024
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
Xingang Pan, Ayush Tewari, Thomas Leimkühler +3
cs.CVcs.GRarXiv:2305.10973v22023
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences
Jie Qiao, Ruichu Cai, Siyu Wu +3
cs.LGcs.AIstat.MEarXiv:2305.05986v12023
Large Language Models: A Survey
Shervin Minaee, Tomas Mikolov, Narjes Nikzad +4
cs.CLcs.AIarXiv:2402.06196v32024
Visual Agentic AI for Spatial Reasoning with a Dynamic API
Damiano Marsili, Rohun Agrawal, Yisong Yue +1
cs.CVarXiv:2502.06787v22025
Social Biases through the Text-to-Image Generation Lens
Ranjita Naik, Besmira Nushi
cs.CYcs.AIcs.CLarXiv:2304.06034v12023
PromptWizard: Task-Aware Prompt Optimization Framework
Eshaan Agarwal, Joykirat Singh, Vivek Dani +3
cs.CLcs.AIcs.LGarXiv:2405.18369v22024
Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
Kuicai Dong, Yujing Chang, Shijie Huang +3
cs.IRcs.CLcs.CVarXiv:2505.16470v22025
Performance Analysis and Low-Complexity Design for XL-MIMO with Near-Field Spatial Non-Stationarities
Kangda Zhi, Cunhua Pan, Hong Ren +4
eess.SParXiv:2304.00172v22023
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
Derong Xu, Xinhang Li, Ziheng Zhang +7
cs.CLarXiv:2412.18537v22024
Rethinking the design space of Vanilla Pixel Diffusion Transformers
Soumik Mukhopadhyay, Long Mai, Abhinav Shrivastava +1
cs.CVcs.AIarXiv:2610.23854v12026
RIS-Aided Integrated Sensing and Communication: Joint Beamforming and Reflection Design
Honghao Luo, Rang Liu, Ming Li +1
eess.SParXiv:2302.11249v12023
Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention
Bin Gao, Zhuomin He, Puru Sharma +6
cs.CLcs.LGarXiv:2403.19708v32024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Chang Ma, Junlei Zhang, Zhihao Zhu +6
cs.CLcs.AIcs.LGarXiv:2401.13178v22024
Transformers as Algorithms: Generalization and Stability in In-context Learning
Yingcong Li, M. Emrullah Ildiz, Dimitris Papailiopoulos +1
cs.LGcs.CLstat.MLarXiv:2301.07067v22023
Taming Rectified Flow for Inversion and Editing
Jiangshan Wang, Junfu Pu, Zhongang Qi +6
cs.CVarXiv:2411.04746v32024
LLMLight: Large Language Models as Traffic Signal Control Agents
Siqi Lai, Zhao Xu, Weijia Zhang +2
cs.AIarXiv:2312.16044v52023
Large Diffusion Models Need More Than EMA
Chuyu Hu, Huanran Chen, Shitong Shao +1
cs.LGarXiv:2610.22945v12026
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
Chumeng Liang, Xiaoyu Wu, Yang Hua +6
cs.CVcs.AIcs.CRarXiv:2302.04578v22023
Jailbreak Attacks and Defenses Against Large Language Models: A Survey
Sibo Yi, Yule Liu, Zhen Sun +5
cs.CRcs.AIcs.CLarXiv:2407.04295v22024
Transparent Image Layer Diffusion using Latent Transparency
Lvmin Zhang, Maneesh Agrawala
cs.CVcs.GRarXiv:2402.17113v42024
Software Development Life Cycle Perspective: A Survey of Benchmarks for Code Large Language Models and Agents
Kaixin Wang, Tianlin Li, Xiaoyu Zhang +7
cs.SEcs.AIarXiv:2505.05283v32025
SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models
Yuzhou Huang, Liangbin Xie, Xintao Wang +8
cs.CVarXiv:2312.06739v12023
FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression
Zhenheng Tang, Xueze Kang, Yiming Yin +11
cs.DCcs.AIcs.LGarXiv:2410.12707v12024
Generalized Decoding for Pixel, Image, and Language
Xueyan Zou, Zi-Yi Dou, Jianwei Yang +11
cs.CVcs.CLarXiv:2212.11270v12022
5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network
Sehan Samarakoon, Yushan Siriwardhana, Pawani Porambage +5
cs.CRcs.NIarXiv:2212.01298v12022
Learning diverse attacks on large language models for robust red-teaming and safety tuning
Seanie Lee, Minsu Kim, Lynn Cherif +8
cs.CLcs.CRcs.LGarXiv:2405.18540v32024
Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads
Cunchen Hu, Heyang Huang, Liangliang Xu +9
cs.DCarXiv:2401.11181v12024
Consistent-1-to-3: Consistent Image to 3D View Synthesis via Geometry-aware Diffusion Models
Jianglong Ye, Peng Wang, Kejie Li +2
cs.CVarXiv:2310.03020v22023
Computing Power Network: A Survey
Yukun Sun, Bo Lei, Junlin Liu +4
cs.NIarXiv:2210.06080v22022
FwdLLM: Efficient FedLLM using Forward Gradient
Mengwei Xu, Dongqi Cai, Yaozong Wu +2
cs.AIcs.LGarXiv:2308.13894v22023
RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D
Lingteng Qiu, Guanying Chen, Xiaodong Gu +7
cs.CVcs.AIarXiv:2311.16918v22023
RF-Diffusion: Radio Signal Generation via Time-Frequency Diffusion
Guoxuan Chi, Zheng Yang, Chenshu Wu +4
cs.LGcs.ITeess.SParXiv:2404.09140v12024
MogaNet: Multi-order Gated Aggregation Network
Siyuan Li, Zedong Wang, Zicheng Liu +6
cs.CVcs.AIarXiv:2211.03295v42022
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
Emanuele Bugliarello, Hernan Moraldo, Ruben Villegas +7
cs.CVcs.CLarXiv:2308.11606v22023
Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models
Zeping Yu, Yonatan Belinkov, Sophia Ananiadou
cs.CLarXiv:2502.10835v12025
ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation
Xueying Du, Mingwei Liu, Kaixin Wang +7
cs.CLcs.AIarXiv:2308.01861v22023
Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression
Jiahao Li, Bin Li, Yan Lu
eess.IVcs.CVcs.MMarXiv:2207.05894v12022
Spatially parallel decoding for multi-qubit lattice surgery
Sophia Fuhui Lin, Eric C. Peterson, Krishanu Sankar +1
quant-phcs.ARcs.ETarXiv:2403.01353v32024
Deep Learning in Deterministic Computational Mechanics
Leon Herrmann, Stefan Kollmannsberger
cs.LGarXiv:2309.15421v12023
MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems
Yannis Katsis, Sara Rosenthal, Kshitij Fadnis +7
cs.CLcs.AIarXiv:2501.03468v12025
GOOSE Algorithm: A Powerful Optimization Tool for Real-World Engineering Challenges and Beyond
Rebwar Khalid Hamad, Tarik A. Rashid
cs.AIarXiv:2307.10420v32023
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation
Junliang Yu, Xin Xia, Tong Chen +3
cs.IRarXiv:2209.02544v42022
For SALE: State-Action Representation Learning for Deep Reinforcement Learning
Scott Fujimoto, Wei-Di Chang, Edward J. Smith +3
cs.LGcs.AIstat.MLarXiv:2306.02451v22023

Every paper with a summary

From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows

A Comparative Study on Reasoning Patterns of OpenAI's o1 Model

Cradle: Empowering Foundation Agents Towards General Computer Control

Spark: A System for Scientifically Creative Idea Generation

Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion

LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning

Link-Context Learning for Multimodal LLMs

Don't lie to your friends: Learning what you know from collaborative self-play

Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs

HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors

Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens

FlexCap: Describe Anything in Images in Controllable Detail

MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science

FineSurE: Fine-grained Summarization Evaluation using LLMs

Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences

Large Language Models: A Survey

Visual Agentic AI for Spatial Reasoning with a Dynamic API

Social Biases through the Text-to-Image Generation Lens

PromptWizard: Task-Aware Prompt Optimization Framework

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering

Performance Analysis and Low-Complexity Design for XL-MIMO with Near-Field Spatial Non-Stationarities

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation

Rethinking the design space of Vanilla Pixel Diffusion Transformers

RIS-Aided Integrated Sensing and Communication: Joint Beamforming and Reflection Design

Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

Transformers as Algorithms: Generalization and Stability in In-context Learning

Taming Rectified Flow for Inversion and Editing

LLMLight: Large Language Models as Traffic Signal Control Agents

Large Diffusion Models Need More Than EMA

Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples

Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Transparent Image Layer Diffusion using Latent Transparency

Software Development Life Cycle Perspective: A Survey of Benchmarks for Code Large Language Models and Agents

SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models

FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression

Generalized Decoding for Pixel, Image, and Language

5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network

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

Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads

Consistent-1-to-3: Consistent Image to 3D View Synthesis via Geometry-aware Diffusion Models

Computing Power Network: A Survey

FwdLLM: Efficient FedLLM using Forward Gradient

RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D

RF-Diffusion: Radio Signal Generation via Time-Frequency Diffusion

MogaNet: Multi-order Gated Aggregation Network

StoryBench: A Multifaceted Benchmark for Continuous Story Visualization

Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models

ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation

Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression

Spatially parallel decoding for multi-qubit lattice surgery

Deep Learning in Deterministic Computational Mechanics

MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems

GOOSE Algorithm: A Powerful Optimization Tool for Real-World Engineering Challenges and Beyond

XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation

For SALE: State-Action Representation Learning for Deep Reinforcement Learning