Recent Research Signals

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Paper	Possible Impact	Features	Possible Business Area
RidgeWalker: Perfectly Pipelined Graph Random Walks on FPGAs Hardware Architecture	Makes computer graph searches much faster.	ByteDance Code 3 Countries	Field-Programmable Gate Array (FPGA) (77%)	Score: 4 4 days ago
FairGU: Fairness-aware Graph Unlearning in Social Network Machine Learning (CS)	Keeps online friends' data private and fair.	Code 3 Countries	Facial Recognition (75%)	Score: 3 6 days ago
Action100M: A Large-scale Video Action Dataset CV and Pattern Recognition	Teaches computers to understand actions in videos.	Meta Code 2 Countries	Motion Capture (81%)	Score: 3 4 days ago
DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset CV and Pattern Recognition	Teaches computers to understand Chinese pictures and words.	Code Data	Natural Language Processing (78%)	Score: 3 5 days ago
Frequency Error-Guided Under-sampling Optimization for Multi-Contrast MRI Reconstruction CV and Pattern Recognition	Makes MRI scans faster and clearer.	Code 2 Countries	Image Recognition (74%)	Score: 3 6 days ago
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Software Engineering	Tests AI's ability to build real computer programs.	Code Data	Machine Learning (80%)	Score: 3 4 days ago
Reasoning in Trees: Improving Retrieval-Augmented Generation for Multi-Hop Question Answering Computation and Language	Answers hard questions by breaking them down.	Code 2 Countries	Augmented Reality (76%)	Score: 3 4 days ago
FTDMamba: Frequency-Assisted Temporal Dilation Mamba for Unmanned Aerial Vehicle Video Anomaly Detection CV and Pattern Recognition	Spots unusual things in drone videos.	Code 2 Countries	Drone Management (79%)	Score: 3 4 days ago
MemRec: Collaborative Memory-Augmented Agentic Recommender System Information Retrieval	Helps online suggestions learn from everyone.	Code 2 Countries	Semantic Search (77%)	Score: 3 6 days ago
The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models Computation and Language	Keeps AI from acting weird or saying bad things.	Anthropic Code 2 Countries	Natural Language Processing (77%)	Score: 3 5 days ago
LLM for Large-Scale Optimization Model Auto-Formulation: A Lightweight Few-Shot Learning Approach Artificial Intelligence	Helps computers build smart plans faster.	Code 3 Countries	Natural Language Processing (78%)	Score: 3 5 days ago
Blue Teaming Function-Calling Agents Cryptography and Security	AI models can't be trusted with important jobs yet.	IBM Code 3 Countries	Penetration Testing (78%)	Score: 3 6 days ago
Uncovering Political Bias in Large Language Models using Parliamentary Voting Records Artificial Intelligence	Finds if AI leans left or right politically.	Code 2 Countries	Natural Language Processing (80%)	Score: 3 6 days ago
RoutIR: Fast Serving of Retrieval Pipelines for Retrieval-Augmented Generation Information Retrieval	Lets computers build smart search tools fast.	Johns Hopkins University Code	Search Engine (78%)	Score: 3 4 days ago
DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis CV and Pattern Recognition	Helps doctors spot brain diseases earlier.	Code 2 Countries	Image Recognition (76%)	Score: 3 5 days ago
Inference-time Physics Alignment of Video Generative Models with Latent World Models CV and Pattern Recognition	Makes videos follow real-world physics rules.	Meta 2 Countries	Motion Capture (77%)	Score: 3 4 days ago
PruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented Generation Information Retrieval	Makes AI remember and use facts better.	Code 2 Countries	Semantic Search (76%)	Score: 3 4 days ago
Cross-Modal Attention Network with Dual Graph Learning in Multimodal Recommendation Information Retrieval	Recommends movies and songs you'll love.	Code 2 Countries	Image Recognition (77%)	Score: 3 4 days ago
Multi-Modal LLM based Image Captioning in ICT: Bridging the Gap Between General and Industry Domain CV and Pattern Recognition	Teaches computers to describe pictures in tech documents.	Huawei	Information and Communications Technology (ICT) (79%)	Score: 2 6 days ago
RMBRec: Robust Multi-Behavior Recommendation towards Target Behaviors Information Retrieval	Recommends better by ignoring bad user actions.	Code	A/B Testing (75%)	Score: 2 6 days ago
Why not Collaborative Filtering in Dual View? Bridging Sparse and Dense Models Information Retrieval	Helps find better movie and product suggestions.	Code	Semantic Search (76%)	Score: 2 6 days ago
RIFT: Repurposing Negative Samples via Reward-Informed Fine-Tuning Machine Learning (CS)	Teaches computers to learn better from all their mistakes.	Huawei 2 Countries	Natural Language Processing (74%)	Score: 2 6 days ago
CLIDD: Cross-Layer Independent Deformable Description for Efficient and Discriminative Local Feature Representation CV and Pattern Recognition	Helps robots see and understand places better.	2 Countries	Image Recognition (77%)	Score: 2 6 days ago
Point Tracking as a Temporal Cue for Robust Myocardial Segmentation in Echocardiography Videos CV and Pattern Recognition	Tracks heart movement for better health checks.	Code	Image Recognition (77%)	Score: 2 6 days ago
DSA-Tokenizer: Disentangled Semantic-Acoustic Tokenization via Flow Matching-based Hierarchical Fusion Sound	Separates talking into meaning and sound.	Huawei Code	Speech Recognition (77%)	Score: 2 6 days ago
HGATSolver: A Heterogeneous Graph Attention Solver for Fluid-Structure Interaction Machine Learning (CS)	Helps computers predict how things move together.	Code	Field-Programmable Gate Array (FPGA) (76%)	Score: 2 6 days ago
GIFT: Unlocking Global Optimality in Post-Training via Finite-Temperature Gibbs Initialization Machine Learning (CS)	Makes AI smarter by improving its learning.	Code	A/B Testing (73%)	Score: 2 6 days ago
Enhancing Spatial Reasoning in Large Language Models for Metal-Organic Frameworks Structure Prediction Machine Learning (CS)	Helps build new materials by predicting their shapes.	Code	Advanced Materials (76%)	Score: 2 6 days ago
RMBRec: Robust Multi-Behavior Recommendation towards Target Behaviors Information Retrieval	Recommends better by ignoring bad user actions.	Code	A/B Testing (75%)	Score: 2 6 days ago
Explicating Tacit Regulatory Knowledge from LLMs to Auto-Formalize Requirements for Compliance Test Case Generation Software Engineering	Writes computer tests from rules automatically.	Code	Simulation (77%)	Score: 2 6 days ago
GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR Machine Learning (CS)	Makes smart computer programs learn better and faster.	Meituan	Geospatial (75%)	Score: 2 6 days ago
Vision Foundation Models for Domain Generalisable Cross-View Localisation in Planetary Ground-Aerial Robotic Teams CV and Pattern Recognition	Helps Mars rovers find their way using pictures.	NASA 2 Countries	Image Recognition (80%)	Score: 2 6 days ago
MMR-GRPO: Accelerating GRPO-Style Training through Diversity-Aware Reward Reweighting Machine Learning (CS)	Teaches computers math faster with smarter practice.	Code	A/B Testing (75%)	Score: 2 6 days ago
Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation CV and Pattern Recognition	Helps computers see tiny things in satellite pictures.	Code	Image Recognition (76%)	Score: 2 6 days ago
Optimising for Energy Efficiency and Performance in Machine Learning Machine Learning (CS)	Makes computer learning use less power.	Code	Energy Management (80%)	Score: 2 6 days ago
M$^2$FMoE: Multi-Resolution Multi-View Frequency Mixture-of-Experts for Extreme-Adaptive Time Series Forecasting Machine Learning (CS)	Predicts floods and droughts better, even when rare.	Code	A/B Testing (76%)	Score: 2 6 days ago
TranslateGemma Technical Report Computation and Language	Translates languages better, even for pictures.	Google	Translation Service (79%)	Score: 2 6 days ago
From Snow to Rain: Evaluating Robustness, Calibration, and Complexity of Model-Based Robust Training CV and Pattern Recognition	Makes AI see signs in snow and rain.	Massachusetts Institute of Technology	Simulation (77%)	Score: 2 6 days ago
DentalX: Context-Aware Dental Disease Detection with Radiographs CV and Pattern Recognition	Finds hidden tooth problems doctors might miss.	Code	Image Recognition (78%)	Score: 2 6 days ago
Reasoning Matters for 3D Visual Grounding CV and Pattern Recognition	Teaches computers to find objects in 3D scenes.	University of Washington	Image Recognition (79%)	Score: 2 6 days ago
Advancing ESG Intelligence: An Expert-level Agent and Comprehensive Benchmark for Sustainable Finance Artificial Intelligence	Helps companies check if they are good for the planet.	Code	Intelligent Systems (82%)	Score: 2 6 days ago
ConvoLearn: A Dataset of Constructivist Tutor-Student Dialogue Artificial Intelligence	Teaches AI to help students learn, not just give answers.	Stanford University Data	Machine Learning (78%)	Score: 2 6 days ago
Generalizable Geometric Prior and Recurrent Spiking Feature Learning for Humanoid Robot Manipulation Robotics	Robots learn to do tasks from watching.	Code	Robotics (77%)	Score: 2 6 days ago
Mi:dm 2.0 Korea-centric Bilingual Language Models Computation and Language	Helps computers understand Korean culture and language.	Code	Natural Language Processing (77%)	Score: 2 6 days ago
MEMEWEAVER: Inter-Meme Graph Reasoning for Sexism and Misogyny Detection Artificial Intelligence	Finds online hate speech by tracking user connections.	2 Countries	Semantic Web (78%)	Score: 2 6 days ago
Automatic debiased machine learning and sensitivity analysis for sample selection models Econometrics	Fixes unfairness when some data is missing.	Massachusetts Institute of Technology 2 Countries	A/B Testing (78%)	Score: 2 6 days ago
REVNET: Rotation-Equivariant Point Cloud Completion via Vector Neuron Anchor Transformer CV and Pattern Recognition	Fixes 3D scans even when they're tilted.	Code	Image Recognition (74%)	Score: 2 6 days ago
Evaluating the Ability of Explanations to Disambiguate Models in a Rashomon Set Artificial Intelligence	Finds when AI unfairly uses personal information.	Code 2 Countries	Artificial Intelligence (79%)	Score: 2 6 days ago
Pairing-free Group-level Knowledge Distillation for Robust Gastrointestinal Lesion Classification in White-Light Endoscopy CV and Pattern Recognition	Helps doctors find cancer better with existing pictures.	Code	Image Recognition (76%)	Score: 2 6 days ago
VLingNav: Embodied Navigation with Adaptive Reasoning and Visual-Assisted Linguistic Memory Robotics	Robot learns to navigate new places by thinking.	ByteDance	Navigation (79%)	Score: 2 6 days ago