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Ming Li

Papers
64

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64papers

Authored papers

64

Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry

arXiv 2026

2026

Channel-wise Vector Quantization

arXiv 2026

2026

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

arXiv 2026

2026

InfiAgent: An Infinite-Horizon Framework for General-Purpose Autonomous Agents

arXiv 2026

2026

Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters

arXiv 2026

2026

LoL: Longer than Longer, Scaling Video Generation to Hour

arXiv 2026

2026

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

arXiv 2026

2026

PyVision-RL: Forging Open Agentic Vision Models via RL

arXiv 2026

2026

What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis

arXiv 2026

2026

When AI Navigates the Fog of War

arXiv 2026

2026

Sekai: A Video Dataset towards World Exploration

arXiv 2025

2025

Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning

arXiv 2025

2025

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing

ICCV 2025

2025

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients

arXiv 2025

2025

Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking

arXiv 2025

2025

Uni$\textbf{F}^2$ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models

arXiv 2025

2025

StyleMe3D: Stylization with Disentangled Priors by Multiple Encoders on 3D Gaussians

arXiv 2025

2025

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

arXiv 2025

2025

V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions

arXiv 2025

2025

Self-Forcing++: Towards Minute-Scale High-Quality Video Generation

arXiv 2025

2025

Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction

arXiv 2025

2025

Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following

arXiv 2025

2025

Step-Audio 2 Technical Report

arXiv 2025

2025

LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis

arXiv 2025

2025

SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training

arXiv 2025

2025

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

arXiv 2025

2025

ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness

arXiv 2025

2025

Where do Large Vision-Language Models Look at when Answering Questions?

arXiv 2025

2025

PyVision: Agentic Vision with Dynamic Tooling

arXiv 2025

2025

TIR-Bench: A Comprehensive Benchmark for Agentic Thinking-with-Images Reasoning

arXiv 2025

2025

MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models

arXiv 2025

2025

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs

arXiv 2025

2025

Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory

arXiv 2025

2025

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction

arXiv 2025

2025

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

arXiv 2025

2025

PVChat: Personalized Video Chat with One-Shot Learning

ICCV 2025

2025

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding

arXiv 2025

2025

MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models

mdk12-bench-a-multi-discipline-benchmark-for

2025

ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges

ICCV 2025

2025

Exploring Federated Pruning for Large Language Models

arXiv 2025

2025

Multi-Reward as Condition for Instruction-based Image Editing

arXiv 2024

2024

Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning

arXiv 2024

2024

Lossless data compression by large models

arXiv 2024

2024

Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

arXiv 2024

2024

What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

arXiv 2024

2024

A Comprehensive Guide to Explainable AI: From Classical Models to LLMs

arXiv 2024

2024

Frame Interpolation with Consecutive Brownian Bridge Diffusion

arXiv 2024

2024

ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback

arXiv 2024

2024

A Survey on Knowledge Distillation of Large Language Models

arXiv 2024

2024

Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements

arXiv 2024

2024

Mosaic-IT: Free Compositional Data Augmentation Improves Instruction Tuning

arXiv 2024

2024

ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency Model

arXiv 2024

2024

BenTo: Benchmark Task Reduction with In-Context Transferability

arXiv 2024

2024

KunquDB: An Attempt for Speaker Verification in the Chinese Opera Scenario

arXiv 2024

2024

From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning

arXiv 2023

2023

Instant3D: Instant Text-to-3D Generation

arXiv 2023

2023

Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning

arXiv 2023

2023

AlignDet: Aligning Pre-training and Fine-tuning in Object Detection

ICCV 2023 1

2023

Language-Specific Representation of Emotion-Concept Knowledge Causally Supports Emotion Inference

arXiv 2023

2023

BiSinger: Bilingual Singing Voice Synthesis

arXiv 2023

2023

DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum

arXiv 2023

2023

When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning

arXiv 2022

2022

Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation

arXiv 2022

2022

End-to-End Open-Domain Question Answering with BERTserini

end-to-end-open-domain-question-answering-1

2019

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from 64 papers