Jian Luan

ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding

GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning

SMAN-Bench: A Cross-System Benchmark for Mobile Agents under Single- and Multi-path, Ambiguous, and Noisy Tasks

Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle

Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning

FutureMind: Equipping Small Language Models with Strategic Thinking-Pattern Priors via Adaptive Knowledge Distillation

MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs

MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning

DiffRhythm 2: Efficient and High Fidelity Song Generation via Block Flow Matching

GAIA: A Data Flywheel System for Training GUI Test-Time Scaling Critic Models

MECAT: A Multi-Experts Constructed Benchmark for Fine-Grained Audio Understanding Tasks

HyperClick: Advancing Reliable GUI Grounding via Uncertainty Calibration

Hijacking JARVIS: Benchmarking Mobile GUI Agents against Unprivileged Third Parties

Evidence-R1: Fine-Grained Evidence-Driven Explicit Reasoning and Implicit Reflection for Enhancing RAG Explainability via Reinforcement Learning

All in One: Unified Pretraining of GUI Agents via Masked Trajectory Prediction

Meta-Researcher: Empowering Planning and Reflection Mechanisms in Large Reasoning Models for Advanced Deep Research Abilities

GUI-PRA: Process Reward Agent for GUI Tasks

Arithmetic-Bench: Evaluating Multi-Step Reasoning in LLMs with Basic Arithmetic

Immersive Multimodal Translation: A Proxy Task for Cross-modal and Objective Evaluation of Unified Models

BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding

Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains

Prompt-Guided Distillation from Multimodal Large Language Models to Task-specific Models for Multimodal Sentiment Analysis