Yang Liu
- Papers
- 202
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Authored papers
202The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping
arXiv 2026
SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
arXiv 2026
HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds
arXiv 2026
FRAPPE: Infusing World Modeling into Generalist Policies via Multiple Future Representation Alignment
arXiv 2026
A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook
arXiv 2026
Autoregressive Image Generation with Masked Bit Modeling
arXiv 2026
SkillNet: Create, Evaluate, and Connect AI Skills
arXiv 2026
MMaDA-VLA: Large Diffusion Vision-Language-Action Model with Unified Multi-Modal Instruction and Generation
arXiv 2026
BabyVision: Visual Reasoning Beyond Language
arXiv 2026
UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models
arXiv 2026
\$OneMillion-Bench: How Far are Language Agents from Human Experts?
arXiv 2026
Video-Based Reward Modeling for Computer-Use Agents
arXiv 2026
LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts
arXiv 2026
LongCat-Flash-Thinking-2601 Technical Report
arXiv 2026
Exploring Spatial Intelligence from a Generative Perspective
arXiv 2026
Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models
arXiv 2026
Enabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific Priors
arXiv 2026
STREAM: A Data-Centric Framework for Mining High-Value Task-Oriented Dialogues from Streaming Media
arXiv 2026
Matrix-3D: Omnidirectional Explorable 3D World Generation
arXiv 2025
Qwen3-VL Technical Report
arXiv 2025
AgentOrchestra: Orchestrating Multi-Agent Intelligence with the Tool-Environment-Agent(TEA) Protocol
arXiv 2025
Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning
arXiv 2025
OpenHelix: A Short Survey, Empirical Analysis, and Open-Source Dual-System VLA Model for Robotic Manipulation
arXiv 2025
Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE
arXiv 2025
Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching
ICCV 2025
SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning
arXiv 2025
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
arXiv 2025
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
arXiv 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents
ICCV 2025
3DAffordSplat: Efficient Affordance Reasoning with 3D Gaussians
arXiv 2025
Skywork Open Reasoner 1 Technical Report
arXiv 2025
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations
arXiv 2025
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models
arXiv 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
arXiv 2025
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
arXiv 2025
MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
arXiv 2025
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
arXiv 2025
Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning
arXiv 2025
GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder
arXiv 2025
AutoMV: An Automatic Multi-Agent System for Music Video Generation
arXiv 2025
HiF-VLA: Hindsight, Insight and Foresight through Motion Representation for Vision-Language-Action Models
arXiv 2025
OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation
arXiv 2025
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning
arXiv 2025
Matrix-Game 2.0: An Open-Source, Real-Time, and Streaming Interactive World Model
arXiv 2025
VGGT-X: When VGGT Meets Dense Novel View Synthesis
arXiv 2025
Uniform Discrete Diffusion with Metric Path for Video Generation
arXiv 2025
Emu3.5: Native Multimodal Models are World Learners
arXiv 2025
Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation
arXiv 2025
TC-Light: Temporally Coherent Generative Rendering for Realistic World Transfer
arXiv 2025
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence
arXiv 2025
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
arXiv 2025
DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba
arXiv 2025
Cross-modal Causal Relation Alignment for Video Question Grounding
cross-modal-causal-relation-alignment-for
Discovering Knowledge Deficiencies of Language Models on Massive Knowledge Base
arXiv 2025
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
arXiv 2025
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
CVPR 2025 1
Visual Abstract Thinking Empowers Multimodal Reasoning
arXiv 2025
DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms
arXiv 2025
Xmodel-2.5: 1.3B Data-Efficient Reasoning SLM
arXiv 2025
Enhancing Language Multi-Agent Learning with Multi-Agent Credit Re-Assignment for Interactive Environment Generalization
arXiv 2025
Beyond Description: Cognitively Benchmarking Fine-Grained Action for Embodied Agents
arXiv 2025
SteeringSafety: Benchmarking Representation Steering in LLMs Across Safety Perspectives
arXiv 2025
Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision Traceability
arXiv 2025
Skywork-R1V3 Technical Report
arXiv 2025
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
arXiv 2025
An Anatomy of Vision-Language-Action Models: From Modules to Milestones and Challenges
arXiv 2025
PromptBridge: Cross-Model Prompt Transfer for Large Language Models
arXiv 2025
Think Before You Move: Latent Motion Reasoning for Text-to-Motion Generation
arXiv 2025
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation
arXiv 2025
LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
arXiv 2025
Qwen3Guard Technical Report
arXiv 2025
Skywork-R1V4: Toward Agentic Multimodal Intelligence through Interleaved Thinking with Images and DeepResearch
arXiv 2025
Matrix-Game: Interactive World Foundation Model
arXiv 2025
Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy
arXiv 2025
AdInject: Real-World Black-Box Attacks on Web Agents via Advertising Delivery
arXiv 2025
Do Large Language Models Excel in Complex Logical Reasoning with Formal Language?
arXiv 2025
DisTime: Distribution-based Time Representation for Video Large Language Models
ICCV 2025
Safety at Scale: A Comprehensive Survey of Large Model Safety
arXiv 2025
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling
arXiv 2025
DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering
CVPR 2025 1
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation
arXiv 2025
Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation
panoramic-interests-stylistic-content-aware
Regretful Decisions under Label Noise
arXiv 2025
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models
arXiv 2025
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
arXiv 2025
Large Language Models for Cyber Security: A Systematic Literature Review
arXiv 2024
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
arXiv 2024
Discovering symbolic expressions with parallelized tree search
arXiv 2024
Datasets for Large Language Models: A Comprehensive Survey
arXiv 2024
CityGaussian: Real-time High-quality Large-Scale Scene Rendering with Gaussians
arXiv 2024
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes
arXiv 2024
FaceChain-FACT: Face Adapter with Decoupled Training for Identity-preserved Personalization
arXiv 2024
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
arXiv 2024
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
arXiv 2024
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
arXiv 2024
Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning
arXiv 2024
AIGS: Generating Science from AI-Powered Automated Falsification
arXiv 2024
Vision-Language Models Can Self-Improve Reasoning via Reflection
arXiv 2024
Model Composition for Multimodal Large Language Models
arXiv 2024
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
CVPR 2024 1
TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-On
arXiv 2024
GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration
arXiv 2024
BadEdit: Backdooring large language models by model editing
arXiv 2024
OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models
arXiv 2024
Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach
arXiv 2024
Large Language Model Unlearning via Embedding-Corrupted Prompts
arXiv 2024
Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
arXiv 2024
Switch EMA: A Free Lunch for Better Flatness and Sharpness
arXiv 2024
A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers
arXiv 2024
Learning to Watermark LLM-generated Text via Reinforcement Learning
arXiv 2024
RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies
arXiv 2024
PiTe: Pixel-Temporal Alignment for Large Video-Language Model
arXiv 2024
Robust Multi-bit Text Watermark with LLM-based Paraphrasers
arXiv 2024
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
arXiv 2024
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models
arXiv 2024
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning
arXiv 2024
FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation
arXiv 2024
Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models
arXiv 2024
LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework
arXiv 2024
MEIA: Multimodal Embodied Perception and Interaction in Unknown Environments
arXiv 2024
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models
arXiv 2024
StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding
arXiv 2024
PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling
arXiv 2024
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking
arXiv 2024
Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model
arXiv 2024
On the Role of Attention Heads in Large Language Model Safety
arXiv 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
arXiv 2024
Xmodel-LM Technical Report
arXiv 2024
Reasoning-Enhanced Object-Centric Learning for Videos
arXiv 2024
WAS: Dataset and Methods for Artistic Text Segmentation
arXiv 2024
Exploring Conditional Multi-Modal Prompts for Zero-shot HOI Detection
arXiv 2024
LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Context
arXiv 2024
Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
arXiv 2024
3D Vision and Language Pretraining with Large-Scale Synthetic Data
arXiv 2024
Browse and Concentrate: Comprehending Multimodal Content via prior-LLM Context Fusion
arXiv 2024
See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses
arXiv 2024
ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models
arXiv 2026
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
arXiv 2023
Multimodal Federated Learning via Contrastive Representation Ensemble
arXiv 2023
A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
arXiv 2023
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding
arXiv 2023
Crystal Structure Prediction by Joint Equivariant Diffusion
crystal-structure-prediction-by-joint
TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective
ICCV 2023 1
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
arXiv 2023
Locally Attentional SDF Diffusion for Controllable 3D Shape Generation
arXiv 2023
SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene Segmentation
arXiv 2023
End-to-End Full-Atom Antibody Design
arXiv 2023
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf
arXiv 2023
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
arXiv 2023
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception
ICCV 2023 1
Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models
arXiv 2023
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
arXiv 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions
arXiv 2023
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation
arXiv 2023
Few-shot Hybrid Domain Adaptation of Image Generators
arXiv 2023
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool
arXiv 2023
Post-hoc Bias Scoring Is Optimal For Fair Classification
arXiv 2023
Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis
arXiv 2023
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models
arXiv 2023
VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
arXiv 2023
EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
CVPR 2024 1
Small Models are Valuable Plug-ins for Large Language Models
arXiv 2023
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training
ICCV 2023 1
Model Sparsity Can Simplify Machine Unlearning
model-sparsity-can-simplify-machine
EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models
CVPR 2024 1
Sparse Modular Activation for Efficient Sequence Modeling
sparse-modular-activation-for-efficient
Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory
ICCV 2023 1
ZeroFlow: Scalable Scene Flow via Distillation
arXiv 2023
IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
arXiv 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
arXiv 2023
Procedural Fairness Through Decoupling Objectionable Data Generating Components
arXiv 2023
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization
arXiv 2022
Unifying Vision, Text, and Layout for Universal Document Processing
CVPR 2023 1
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization
arXiv 2022
AixBench: A Code Generation Benchmark Dataset
arXiv 2022
Improving Bot Response Contradiction Detection via Utterance Rewriting
SIGDIAL (ACL) 2022 9
An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation
arXiv 2022
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes
arXiv 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark
arXiv 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation
arXiv 2022
SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation
arXiv 2022
Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training
arXiv 2022
Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN
arXiv 2022
On Robust Prefix-Tuning for Text Classification
on-robust-prefix-tuning-for-text
DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines
arXiv 2022
TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval
ICCV 2021 10
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset
Findings (ACL) 2021 8
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
NAACL 2021 4
Commonsense-Focused Dialogues for Response Generation: An Empirical Study
SIGDIAL (ACL) 2021 7
Cross Modal Retrieval with Querybank Normalisation
CVPR 2022 1
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators
ACL 2022 5
DirectQuote: A Dataset for Direct Quotation Extraction and Attribution in News Articles
LREC 2022 6
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator
Findings (ACL) 2022 5
Model Transferability With Responsive Decision Subjects
arXiv 2021
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
arXiv 2021
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
NAACL 2021 4
Mask-Align: Self-Supervised Neural Word Alignment
ACL 2021 5
Noisy Self-Knowledge Distillation for Text Summarization
NAACL 2021 4
Fine-tune BERT for Extractive Summarization
fine-tune-bert-for-extractive-summarization-1
Text Summarization with Pretrained Encoders
text-summarization-with-pretrained-encoders-1
Generating Summaries with Topic Templates and Structured Convolutional Decoders
generating-summaries-with-topic-templates-and-1
Actionable Recourse in Linear Classification
arXiv 2018
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