Recent Research Signals

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Paper	Possible Impact	Features	Possible Business Area
PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing CV and Pattern Recognition	Reads documents and recognizes seals better.	Baidu Code Data	Image Recognition (78%)	Score: 4 3 days ago
OS-Marathon: Benchmarking Computer-Use Agents on Long-Horizon Repetitive Tasks CV and Pattern Recognition	Teaches computers to do long, boring jobs faster.	NVIDIA Microsoft 2 Countries	Artificial Intelligence (80%)	Score: 4 4 days ago
TopKGAT: A Top-K Objective-Driven Architecture for Recommendation Information Retrieval	Helps apps pick the best things for you.	Code 2 Countries	Semantic Search (75%)	Score: 3 6 days ago
Zenith: Scaling up Ranking Models for Billion-scale Livestreaming Recommendation Machine Learning (CS)	Makes online videos recommend better for you.	ByteDance 2 Countries	Social News (77%)	Score: 3 3 days ago
Mam-App: A Novel Parameter-Efficient Mamba Model for Apple Leaf Disease Classification CV and Pattern Recognition	Finds apple diseases on phones with high accuracy.	Data 2 Countries	Machine Learning (75%)	Score: 3 3 days ago
OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents Artificial Intelligence	Trains smart computer helpers without expensive online learning.	Tencent Code	Artificial Intelligence (78%)	Score: 3 6 days ago
BLENDER: Blended Text Embeddings and Diffusion Residuals for Intra-Class Image Synthesis in Deep Metric Learning CV and Pattern Recognition	Makes computer vision	Meta Code	A/B Testing (75%)	Score: 3 4 days ago
C2NP: A Benchmark for Learning Scale-Dependent Geometric Invariances in 3D Materials Generation Materials Science	Helps design tiny new materials for better batteries.	Code 3 Countries	Nanotechnology (78%)	Score: 3 6 days ago
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts Computation and Language	Tests AI's ability to solve tricky puzzles.	Code Data	Natural Language Processing (78%)	Score: 3 4 days ago
When should I search more: Adaptive Complex Query Optimization with Reinforcement Learning Artificial Intelligence	Helps computers understand tricky questions better.	Tencent 2 Countries	Quantum Computing (78%)	Score: 3 4 days ago
Late Breaking Results: Conversion of Neural Networks into Logic Flows for Edge Computing Machine Learning (CS)	Makes smart computer programs run much faster.	Code 2 Countries	Natural Language Processing (77%)	Score: 3 3 days ago
Ostrakon-VL: Towards Domain-Expert MLLM for Food-Service and Retail Stores Artificial Intelligence	Helps stores understand what customers buy better.	Alibaba Code	Image Recognition (79%)	Score: 3 3 days ago
RTeAAL Sim: Using Tensor Algebra to Represent and Accelerate RTL Simulation (Extended Version) Hardware Architecture	Makes computer chips design much faster.	University of California, Berkeley Code	Simulation (77%)	Score: 3 6 days ago
Typhoon-S: Minimal Open Post-Training for Sovereign Large Language Models Computation and Language	Makes AI understand local languages and laws.	Code Data	Natural Language Processing (77%)	Score: 3 6 days ago
Randomization Boosts KV Caching, Learning Balances Query Load: A Joint Perspective Machine Learning (CS)	Makes AI answer questions much faster.	Google Code	A/B Testing (77%)	Score: 3 6 days ago
M$^{\text{2}}$XFP: A Metadata-Augmented Microscaling Data Format for Efficient Low-bit Quantization Hardware Architecture	Makes computer brains work faster, use less power.	Huawei Code	DSP (76%)	Score: 3 5 days ago
KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking Computation and Language	Helps computers check if news is true.	Amazon 2 Countries	Natural Language Processing (78%)	Score: 3 5 days ago
Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues Multimedia	Computers create missing product pictures and words.	Code 3 Countries	Visual Search (76%)	Score: 3 5 days ago
OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution Artificial Intelligence	Helps computers do tasks on phones and computers.	Baidu Data	Android (77%)	Score: 3 4 days ago
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts Computation and Language	Tests AI's ability to solve puzzles with changing clues.	Code Data	Natural Language Processing (78%)	Score: 3 4 days ago
SERA: Soft-Verified Efficient Repository Agents Computation and Language	Trains AI to understand your private code.	University of Washington Code	Semantic Web (78%)	Score: 3 4 days ago
Enhancing Underwater Light Field Images via Global Geometry-aware Diffusion Process CV and Pattern Recognition	Clears up blurry underwater pictures.	Code 2 Countries	Diving (75%)	Score: 3 4 days ago
LMK > CLS: Landmark Pooling for Dense Embeddings Computation and Language	Makes computer searches better for long texts.	IBM Code	Natural Language Processing (73%)	Score: 3 3 days ago
Meta Context Engineering via Agentic Skill Evolution Artificial Intelligence	Teaches computers to learn better and faster.	Code Data	Semantic Search (81%)	Score: 3 3 days ago
Are Video Generation Models Geographically Fair? An Attraction-Centric Evaluation of Global Visual Knowledge CV and Pattern Recognition	AI videos show world landmarks equally well.	Code Data	Image Recognition (79%)	Score: 3 6 days ago
C2:Cross learning module enhanced decision transformer with Constraint-aware loss for auto-bidding Machine Learning (CS)	Helps online ads bid smarter and save money.	Kuaishou Code	A/B Testing (76%)	Score: 3 4 days ago
The Surprising Difficulty of Search in Model-Based Reinforcement Learning Machine Learning (CS)	Makes smart computer games learn faster and better.	Meta 2 Countries	Semantic Search (78%)	Score: 3 3 days ago
Evolutionary Strategies lead to Catastrophic Forgetting in LLMs Machine Learning (CS)	AI learns new things without forgetting old ones.	University of California, Berkeley Code	Machine Learning (77%)	Score: 3 4 days ago
CovertComBench: The First Domain-Specific Testbed for LLMs in Wireless Covert Communication Networking and Internet Architecture	Teaches AI to hide secret messages securely.	Data 3 Countries	Darknet (76%)	Score: 3 6 days ago
A Balanced Neuro-Symbolic Approach for Commonsense Abductive Logic Artificial Intelligence	Teaches computers to solve hard problems using logic.	Huawei 2 Countries	Natural Language Processing (82%)	Score: 3 6 days ago
UTune: Towards Uncertainty-Aware Online Index Tuning Databases	Helps computers pick the best ways to store data.	Microsoft 2 Countries	Usability Testing (76%)	Score: 3 6 days ago
Agentic Very Long Video Understanding CV and Pattern Recognition	Lets AI remember weeks of what you see.	Meta Code	Image Recognition (81%)	Score: 3 6 days ago
Dynamic Thinking-Token Selection for Efficient Reasoning in Large Reasoning Models Artificial Intelligence	Makes AI think faster by skipping extra steps.	Code Data	Natural Language Processing (78%)	Score: 3 6 days ago
UTune: Towards Uncertainty-Aware Online Index Tuning Databases	Makes computer databases run much faster.	Microsoft 2 Countries	Usability Testing (76%)	Score: 3 6 days ago
M2XFP: A Metadata-Augmented Microscaling Data Format for Efficient Low-bit Quantization Hardware Architecture	Makes AI smarter with less computer power.	Huawei Code	DSP (76%)	Score: 3 5 days ago
MIRAGE: Enabling Real-Time Automotive Mediated Reality Human-Computer Interaction	Makes driving safer by showing helpful info.	Code 2 Countries	Augmented Reality (84%)	Score: 3 5 days ago
Modeling Cascaded Delay Feedback for Online Net Conversion Rate Prediction: Benchmark, Insights and Solutions Machine Learning (CS)	Helps online stores sell more by predicting returns.	Alibaba Code	Image Recognition (75%)	Score: 3 5 days ago
Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues Multimedia	Computers create missing product pictures or words.	Code 3 Countries	Visual Search (76%)	Score: 3 5 days ago
VIBEVOICE-ASR Technical Report Sound	Listens to hours of talking, understands everyone.	Microsoft Code	Speech Recognition (82%)	Score: 3 6 days ago
C2:Cross learning module enhanced decision transformer with Constraint-aware loss for auto-bidding Machine Learning (CS)	Teaches computers to bid smarter in online ads.	Kuaishou Code	A/B Testing (76%)	Score: 3 4 days ago
MindCine: Multimodal EEG-to-Video Reconstruction with Large-Scale Pretrained Models CV and Pattern Recognition	Shows what you're seeing from brain waves.	Code	Motion Capture (79%)	Score: 2 6 days ago
MindCine: Multimodal EEG-to-Video Reconstruction with Large-Scale Pretrained Models CV and Pattern Recognition	Shows what you're seeing from brain waves.	Code	Motion Capture (79%)	Score: 2 6 days ago
Contextual Range-View Projection for 3D LiDAR Point Clouds CV and Pattern Recognition	Makes self-driving cars see better in 3D.	Code	Image Recognition (77%)	Score: 2 6 days ago
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning Computation and Language	Lets computers answer questions about changing facts.	Code	Natural Language Processing (76%)	Score: 2 6 days ago
Trust, Don't Trust, or Flip: Robust Preference-Based Reinforcement Learning with Multi-Expert Feedback Machine Learning (CS)	Teaches robots to learn from bad advice.	2 Countries	A/B Testing (77%)	Score: 2 6 days ago
Multi-Perspective Subimage CLIP with Keyword Guidance for Remote Sensing Image-Text Retrieval CV and Pattern Recognition	Finds specific places on maps using words.	Code	Image Recognition (78%)	Score: 2 6 days ago
Efficient Rehearsal for Continual Learning in ASR via Singular Value Tuning Audio and Speech Processing	Teaches AI to learn new words without forgetting old ones.	Code	Speech Recognition (76%)	Score: 2 6 days ago
AttenMIA: LLM Membership Inference Attack through Attention Signals Machine Learning (CS)	Finds if your words were used to train AI.	2 Countries	Machine Learning (77%)	Score: 2 6 days ago
Bridging Instead of Replacing Online Coding Communities with AI through Community-Enriched Chatbot Designs Human-Computer Interaction	AI learns from online coding friends to help you code.	Code	Machine Learning (81%)	Score: 2 6 days ago
BoRP: Bootstrapped Regression Probing for Scalable and Human-Aligned LLM Evaluation Computation and Language	Makes AI assistants understand if people are happy.	Alibaba	A/B Testing (79%)	Score: 2 6 days ago