[2025-12-29] 📚 Updates in #LRM (1) Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback 🔍 More at researchtrend.ai/communities/LRM

[2025-12-29] 📚 Updates in #DiffM (1) S$^2$Edit: Text-Guided Image Editing with Precise Semantic and Spatial Control (2) Deterministic Discrete Denoising 🔍 More at researchtrend.ai/communities/DiffM

[2025-12-29] 📚 Updates in #VGen (1) Dreamcrafter: Immersive Editing of 3D Radiance Fields Through Flexible, Generative Inputs and Outputs (2) Dreamcrafter: Immersive Editing of 3D Radiance Fields Through Flexible, Generative Inputs and Outputs 🔍 More at researchtrend.ai/communities/VGen

[2025-12-29] 📚 Updates in #VLM (1) ChatENV: An Interactive Vision-Language Model for Sensor-Guided Environmental Monitoring and Scenario Simulation (2) DAVE: A VLM Vision Encoder for Document Understanding and Web Agents 🔍 More at researchtrend.ai/communities/VLM

[2025-12-29] 📚 Updates in #AI4CE (1) PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations (2) Think, Act, Learn: A Framework for Autonomous Robotic Agents using Closed-Loop Large Language Models 🔍 More at researchtrend.ai/communities/AI4CE

[2025-12-29] 📚 Updates in #AAML (1) Certainly Bot Or Not? Trustworthy Social Bot Detection via Robust Multi-Modal Neural Processes (2) BeDKD: Backdoor Defense based on Dynamic Knowledge Distillation and Directional Mapping Modulator 🔍 More at researchtrend.ai/communities/AAML

[2025-12-29] 📚 Updates in #OffRL (1) Accelerating Diffusion Planners in Offline RL via Reward-Aware Consistency Trajectory Distillation (2) How to Set $β_1, β_2$ in Adam: An Online Learning Perspective 🔍 More at researchtrend.ai/communities/OffRL

[2025-12-29] 📚 Updates in #LLMAG (1) Creative Agents: Empowering Agents with Imagination for Creative Tasks (2) GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion 🔍 More at researchtrend.ai/communities/LLMAG

[2025-12-29] 📚 Updates in #MoE (1) Sparsity and Superposition in Mixture of Experts (2) GateBreaker: Gate-Guided Attacks on Mixture-of-Expert LLMs (3) Efficient MoE Inference with Fine-Grained Scheduling of Disaggregated Expert Parallelism 🔍 More at researchtrend.ai/communities/MoE

[2025-12-29] 📚 Updates in #ELM (1) An Exploration of Higher Education Course Evaluation by Large Language Models (2) TCM-Eval: An Expert-Level Dynamic and Extensible Benchmark for Traditional Chinese Medicine 🔍 More at researchtrend.ai/communities/ELM

[2025-12-29] 📚 Updates in #MedIm (1) Efficient Vision Mamba for MRI Super-Resolution via Hybrid Selective Scanning 🔍 More at researchtrend.ai/communities/MedIm

[2025-12-29] 📚 Updates in #AI4TS (1) Dynamic Attention (DynAttn): Interpretable High-Dimensional Spatio-Temporal Forecasting (with Application to Conflict Fatalities) 🔍 More at researchtrend.ai/communities/AI4TS

[2025-12-29] 📚 Updates in #FedML (1) SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustments (2) SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustments 🔍 More at researchtrend.ai/communities/FedML

[2025-12-29] 📚 Updates in #Mamba (1) GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model (2) Bidirectional Mamba for Single-Cell Data: Efficient Context Learning with Biological Fidelity 🔍 More at researchtrend.ai/communities/Mamba

[2025-12-29] 📚 Updates in #CLL (1) Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training (2) Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training 🔍 More at researchtrend.ai/communities/CLL

[2025-12-29] 📚 Updates in #KELM (1) DySK-Attn: A Framework for Efficient, Real-Time Knowledge Updating in Large Language Models via Dynamic Sparse Knowledge Attention (2) One Tool Is Enough: Reinforcement Learning for Repository-Level LLM Agents 🔍 More at researchtrend.ai/communities/KELM

[2025-12-29] 📚 Updates in #CML (1) Sensitivity Analysis of the Consistency Assumption (2) Sensitivity Analysis of the Consistency Assumption (3) CausalFSFG: Rethinking Few-Shot Fine-Grained Visual Categorization from Causal Perspective 🔍 More at researchtrend.ai/communities/CML

[2025-12-29] 📚 Updates in #GAN (1) Dictionary-Transform Generative Adversarial Networks (2) Dictionary-Transform Generative Adversarial Networks (3) BeHGAN: Bengali Handwritten Word Generation from Plain Text Using Generative Adversarial Networks 🔍 More at researchtrend.ai/communities/GAN

[2025-12-29] 📚 Updates in #SyDa (1) CosmoCore-Evo: Evolutionary Dream-Replay Reinforcement Learning for Adaptive Code Generation (2) CosmoCore-Evo: Evolutionary Dream-Replay Reinforcement Learning for Adaptive Code Generation 🔍 More at researchtrend.ai/communities/SyDa

[2025-12-29] 📚 Updates in #EGVM (1) Distributional Evaluation of Generative Models via Relative Density Ratio (2) SVBench: Evaluation of Video Generation Models on Social Reasoning (3) SVBench: Evaluation of Video Generation Models on Social Reasoning 🔍 More at researchtrend.ai/communities/EGVM

[2025-12-29] 📚 Updates in #LM&MA (1) From Questions to Clinical Recommendations: Large Language Models Driving Evidence-Based Clinical Decision Making (2) TCM-Eval: An Expert-Level Dynamic and Extensible Benchmark for Traditional Chinese Medicine 🔍 More at researchtrend.ai/communities/LM&MA

[2025-12-29] 📚 Updates in #3DGS (1) SymDrive: Realistic and Controllable Driving Simulator via Symmetric Auto-regressive Online Restoration (2) SymDrive: Realistic and Controllable Driving Simulator via Symmetric Auto-regressive Online Restoration 🔍 More at researchtrend.ai/communities/3DGS

[2025-12-29] 📚 Updates in #LM&Ro (1) Creative Agents: Empowering Agents with Imagination for Creative Tasks (2) Creative Agents: Empowering Agents with Imagination for Creative Tasks 🔍 More at researchtrend.ai/communities/LM&Ro

[2025-12-29] 📚 Updates in #OCL (1) Object-Centric World Models for Causality-Aware Reinforcement Learning (2) Multi-Part Object Representations via Graph Structures and Co-Part Discovery 🔍 More at researchtrend.ai/communities/OCL

[2025-12-29] 📚 Updates in #AIFin (1) S&P 500 Stock's Movement Prediction using CNN (2) S&P 500 Stock's Movement Prediction using CNN (3) MASFIN: A Multi-Agent System for Decomposed Financial Reasoning and Forecasting 🔍 More at researchtrend.ai/communities/AIFin

[2025-12-29] 📚 Updates in #RALM (1) TableGPT-R1: Advancing Tabular Reasoning Through Reinforcement Learning 🔍 More at researchtrend.ai/communities/RALM

[2025-12-29] 📚 Updates in #SSL (1) Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond (2) Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations 🔍 More at researchtrend.ai/communities/SSL

[2025-12-29] 📚 Updates in #AI4Ed (1) An Exploration of Higher Education Course Evaluation by Large Language Models 🔍 More at researchtrend.ai/communities/AI4Ed

[2025-12-29] 📚 Updates in #AILaw (1) AlignAR: Generative Sentence Alignment for Arabic-English Parallel Corpora of Legal and Literary Texts (2) AlignAR: Generative Sentence Alignment for Arabic-English Parallel Corpora of Legal and Literary Texts 🔍 More at researchtrend.ai/communities/AILaw

[2025-12-29] 📚 Updates in #HILM (1) FVA-RAG: Falsification-Verification Alignment for Mitigating Sycophantic Hallucinations (2) A Unified Definition of Hallucination, Or: It's the World Model, Stupid 🔍 More at researchtrend.ai/communities/HILM

[2025-12-29] 📚 Updates in #LMTD (1) TableGPT-R1: Advancing Tabular Reasoning Through Reinforcement Learning (2) TableGPT-R1: Advancing Tabular Reasoning Through Reinforcement Learning 🔍 More at researchtrend.ai/communities/LMTD

[2025-12-29] 📚 Updates in #OOD (1) Fusion of Machine Learning and Blockchain-based Privacy-Preserving Approach for Health Care Data in the Internet of Things 🔍 More at researchtrend.ai/communities/OOD

[2025-12-29] 📚 Updates in #SILM (1) ChatGPT: Excellent Paper! Accept It. Editor: Imposter Found! Review Rejected (2) ChatGPT: Excellent Paper! Accept It. Editor: Imposter Found! Review Rejected 🔍 More at researchtrend.ai/communities/SILM

[2025-12-29] 📚 Updates in #MLLM (1) Training-free Conditional Image Embedding Framework Leveraging Large Vision Language Models (2) Training-free Conditional Image Embedding Framework Leveraging Large Vision Language Models 🔍 More at researchtrend.ai/communities/MLLM

[2025-12-29] 📚 Updates in #VOT (1) Learning Association via Track-Detection Matching for Multi-Object Tracking (2) Learning Association via Track-Detection Matching for Multi-Object Tracking 🔍 More at researchtrend.ai/communities/VOT

[2025-12-29] 📚 Updates in #MQ (1) Rethinking Output Alignment For 1-bit Post-Training Quantization of Large Language Models (2) Rethinking Output Alignment For 1-bit Post-Training Quantization of Large Language Models 🔍 More at researchtrend.ai/communities/MQ

[2025-12-29] 📚 Updates in #DRL (1) Clustering with Communication: A Variational Framework for Single Cell Representation Learning 🔍 More at researchtrend.ai/communities/DRL

[2025-12-29] 📚 Updates in #ObjD (1) AlignFreeNet: Is Cross-Modal Pre-Alignment Necessary? An End-to-End Alignment-Free Lightweight Network for Visible-Infrared Object Detection 🔍 More at researchtrend.ai/communities/ObjD

[2025-12-29] 📚 Updates in #3DPC (1) End-to-End 3D Spatiotemporal Perception with Multimodal Fusion and V2X Collaboration (2) End-to-End 3D Spatiotemporal Perception with Multimodal Fusion and V2X Collaboration 🔍 More at researchtrend.ai/communities/3DPC

[2025-12-29] 📚 Updates in #DeLMO (1) Detecting AI-Generated Paraphrases in Bengali: A Comparative Study of Zero-Shot and Fine-Tuned Transformers 🔍 More at researchtrend.ai/communities/DeLMO

[2025-12-25] 📚 Updates in #LRM (1) Reward Is Enough: LLMs Are In-Context Reinforcement Learners (2) Exploring Efficiency Frontiers of Thinking Budget in Medical Reasoning: Scaling Laws between Computational Resources and Reasoning Quality 🔍 More at researchtrend.ai/communities/LRM

[2025-12-25] 📚 Updates in #VLM (1) GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting (2) O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model 🔍 More at researchtrend.ai/communities/VLM

[2025-12-25] 📚 Updates in #AAML (1) Evolving Security in LLMs: A Study of Jailbreak Attacks and Defenses (2) WGLE:Backdoor-free and Multi-bit Black-box Watermarking for Graph Neural Networks 🔍 More at researchtrend.ai/communities/AAML

[2025-12-25] 📚 Updates in #AI4CE (1) Interaction, Process, Infrastructure: A Unified Framework for Human-Agent Collaboration (2) LLaDA2.0: Scaling Up Diffusion Language Models to 100B 🔍 More at researchtrend.ai/communities/AI4CE

[2025-12-25] 📚 Updates in #DiffM (1) Pointmap-Conditioned Diffusion for Consistent Novel View Synthesis (2) DiTSinger: Scaling Singing Voice Synthesis with Diffusion Transformer and Implicit Alignment (3) Learning to Refocus with Video Diffusion Models 🔍 More at researchtrend.ai/communities/DiffM

[2025-12-25] 📚 Updates in #LLMAG (1) ART: Adaptive Response Tuning Framework -- A Multi-Agent Tournament-Based Approach to LLM Response Optimization (2) Step-DeepResearch Technical Report (3) Step-DeepResearch Technical Report 🔍 More at researchtrend.ai/communities/LLMAG

[2025-12-25] 📚 Updates in #ELM (1) VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents (2) 47B Mixture-of-Experts Beats 671B Dense Models on Chinese Medical Examinations 🔍 More at researchtrend.ai/communities/ELM

[2025-12-25] 📚 Updates in #OffRL (1) Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners (2) Bootstrapping LLMs via Preference-Based Policy Optimization 🔍 More at researchtrend.ai/communities/OffRL

[2025-12-25] 📚 Updates in #VGen (1) ChainReaction: Causal Chain-Guided Reasoning for Modular and Explainable Causal-Why Video Question Answering (2) Learning to Refocus with Video Diffusion Models (3) Learning to Refocus with Video Diffusion Models 🔍 More at researchtrend.ai/communities/VGen

[2025-12-25] 📚 Updates in #MedIm (1) Improving Neural Question Generation using World Knowledge (2) Deep Kronecker Network (3) Deep Kronecker Network (4) Knowledge Augmentation via Synthetic Data: A Framework for Real-World ECG Image Classification 🔍 More at researchtrend.ai/communities/MedIm