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The paper introduces Deep Interaction, a method that lets users directly edit the chain‑of‑thought output of large language models to fix reasoning errors, resulting in higher corr…

Publications (107)

MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning

Rethinking the Role of Feature Engineering and Learning Strategies in Few-Shot Hidden Emotion Recognition

On the Capacity Region for Secure Index Coding

Seeing Through the Fog: Empowering Mobile Devices to Expose and Mitigate RAN Buffer Effects on Delay-Sensitive Protocols

A correspondence between the free and interacting field theories

Finding the Evidence: Discovering Decision-Supporting Tokens for On-Policy Reasoning Distillation

RelativeFlow: Taming Medical Image Denoising Learning with Noisy Reference

Privacy-Aware Sequential Learning

Simultaneous Resonant and Broadband Detection of Ultralight Dark Matter and High-Frequency Gravitational Waves via Cavities and Circuits

Statistical Properties of Charmonium Spectrum and a New Mechanism of J/ÏSuppression

Deep Interaction: An Efficient Human-AI Interaction Method for Large Reasoning Models

Teacher Forcing Recovers Reward Functions for Text Generation

A note on diffusive/random-walk behaviour in Metropolis--Hastings algorithms

A Deployable Bio-inspired Compliant Leg Design for Enhanced Leaping in Quadruped Robots

EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning

Differential Privacy for Network Connectedness Indices

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance

EVLA: An Electro-Aware Multimodal Assistant for Physically-Grounded Driving Reasoning and Control

Training-Free Multimodal Deepfake Detection via Graph Reasoning

VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management

ZO-ASR: Zeroth-Order Fine-Tuning of Speech Foundation Models without Back-Propagation

Adv-BMT: Bidirectional Motion Transformer for Safety-Critical Traffic Scenario Generation

NeuralBeta: Estimating Beta Using Deep Learning

The spin alignment of vector mesons with light front quarks

Text-Guided Texturing by Synchronized Multi-View Diffusion

PANDO: Efficient Multimodal AI Agents via Online Skill Distillation

Chiral Magnetic effect as the anomaly in the transverse axial vector Ward Identity

MindFlow: A Network Traffic Anomaly Detection Model Based on MindSpore

Development and Implementation of Advanced Beam Diagnostic and Abort Systems in SuperKEKB

RRS-10K: A Multitask Vision-Language Model Benchmark for Rare Remote Sensing Image Interpretation

TopoCurate:Modeling Interaction Topology for Tool-Use Agent Training

XInsight: Integrative Stage-Consistent Psychological Counseling Support Agents for Digital Well-Being

Exploring Multimodal Prompt for Visualization Authoring with Large Language Models

Multimodal Protein Language Models for Enzyme Kinetic Parameters: From Substrate Recognition to Conformational Adaptation

Invariant Representation Guided Multimodal Sentiment Decoding with Sequential Variation Regularization

Understanding Real-World Traffic Safety through RoadSafe365 Benchmark

Step-size Optimization for Continual Learning

Beyond Skepticism: Evaluating LLMs Pedagogical Intent Reasoning with the Adaptive Pedagogical Vigilance Framework

Reply to "Threefold error in the reported zero-field cooled magnetic moment of single crystal $La_2SmNi_2O_7$ (arXiv: 2602.23240)"

Look Before You Leap: Autonomous Exploration for LLM Agents

SSVEP-BiMA: Bifocal Masking Attention Leveraging Native and Symmetric-Antisymmetric Components for Robust SSVEP Decoding

Stress-driven dynamic evolution of core-shell structured cavities with H and He in BCC-Fe under fusion conditions

LOVO: Efficient Complex Object Query in Large-Scale Video Datasets

TextGaze: Prompting Gaze Target Estimation with Textual Scene Cues

SceneStreamer: Continuous Scenario Generation as Next Token Group Prediction

Constraints on Symmetric Dark Matter from Neutron Star Capture and Collapse

Human Gaze-based Dual Teacher Guidance Learning for Semi-Supervised Medical Image Segmentation

Cue-word Driven Neural Response Generation with a Shrinking Vocabulary

Label Noise Cleaning for Supervised Classification via Bernoulli Random Sampling

Adaptive Dual Channel Convolution Hypergraph Representation Learning for Technological Intellectual Property

From Magnetic to Inverse Magnetic Catalysis: The Interplay of Quark and Gluon Mass Generation in Magnetic Fields

Seeding with Differentially Private Network Information

NTIRE 2026 Challenge on Video Saliency Prediction: Methods and Results

DELTA: Deliberative Multi-Agent Reasoning with Reinforcement Learning for Multimodal Psychological Counseling

IntuiTF: MLLM-Guided Transfer Function Optimization for Direct Volume Rendering

Few-shot Hate Speech Detection Based on the MindSpore Framework

Object kinetic Monte Carlo simulations on the difference between fission neutron and heavy ion irradiation induced void evolution in Fe-Cr alloys

Large Scale Visual Food Recognition

Attack detection based on machine learning algorithms for different variants of Spectre attacks and different Meltdown attack implementations

Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics

Embodied Scene Understanding for Vision Language Models via MetaVQA

P2CADNet: An End-to-End Reconstruction Network for Parametric 3D CAD Model from Point Clouds

Illuminating Black Hole Shadow with Dark Matter Annihilation

The anomalous Hall Effect in a Magnetically Extended Topological Insulator Heterostructure

CG-DMER: Hybrid Contrastive-Generative Framework for Disentangled Multimodal ECG Representation Learning

Highly confined Love waves modes by defect states in a holey SiO2 /quartz phononic crystal

Reverse Thinking Enhances Missing Information Detection in Large Language Models

Generative AI to Generate Test Data Generators

Isotropic superconductivity in pressurized trilayer nickelate La4Ni3O10

Cavity as Radio Telescope for Galactic Dark Photon

Finite-Blocklength and Error-Exponent Analyses for LDPC Codes in Point-to-Point and Multiple Access Communication

BLADE: Adaptive Wi-Fi Contention Control for Next-Generation Real-Time Communication

An autonomous living database for perovskite photovoltaics

VeriContest: A Competitive-Programming Benchmark for Verifiable Code Generation

Cavity Multimodes as an Array for High-Frequency Gravitational Waves

LongCat-Flash-Thinking-2601 Technical Report

EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics

AI+CAD Data Representation Architecture: From DeepCAD Solid Modeling to WHUCAD Industrial-Level Parametric Feature Modeling

Structural Dynamics of Harmful Content Dissemination on WhatsApp

Statistical Properties of Charmonium Spectrum and a New Mechanism of J/ÏSuppression