Xin Liu
- Papers
- 54
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Authored papers
54ABot-N0: Technical Report on the VLA Foundation Model for Versatile Embodied Navigation
arXiv 2026
UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models
arXiv 2026
Beyond Test-Time Memory: State-Space Optimal Control for LLM Reasoning
arXiv 2026
CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation
arXiv 2026
Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters
arXiv 2026
T^2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning
arXiv 2026
GeoMotionGPT: Geometry-Aligned Motion Understanding with Large Language Models
arXiv 2026
FAPO: Flawed-Aware Policy Optimization for Efficient and Reliable Reasoning
arXiv 2025
VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
arXiv 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
preprint
Comet: Fine-grained Computation-communication Overlapping for Mixture-of-Experts
arXiv 2025
Seed1.5-VL Technical Report
arXiv 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution
CVPR 2025 1
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation
arXiv 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing
ICCV 2025
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
arXiv 2025
Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting
arXiv 2025
Logit Arithmetic Elicits Long Reasoning Capabilities Without Training
arXiv 2025
RADAR: Benchmarking Language Models on Imperfect Tabular Data
arXiv 2025
Medical Hallucinations in Foundation Models and Their Impact on Healthcare
arXiv 2025
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
arXiv 2025
WebCoach: Self-Evolving Web Agents with Cross-Session Memory Guidance
arXiv 2025
Step-GUI Technical Report
arXiv 2025
MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation
arXiv 2025
"What's Up, Doc?": Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets
arXiv 2025
Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models
arXiv 2025
BIG-Bench Extra Hard
arXiv 2025
AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning
CVPR 2025 1
ZeroMerge: Parameter-Free KV Cache Compression for Memory-Efficient Long-Context LLMs
arXiv 2025
IHEval: Evaluating Language Models on Following the Instruction Hierarchy
arXiv 2025
DeepSeek-V3 Technical Report
arXiv 2024
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
arXiv 2024
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
arXiv 2024
Re-Attentional Controllable Video Diffusion Editing
arXiv 2024
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
arXiv 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation
arXiv 2024
Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
arXiv 2024
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
arXiv 2024
WeatherQA: Can Multimodal Language Models Reason about Severe Weather?
arXiv 2024
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
arXiv 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
arXiv 2024
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss Function
arXiv 2024
MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models
arXiv 2023
Edit Temporal-Consistent Videos with Image Diffusion Model
arXiv 2023
MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning
arXiv 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
arXiv 2023
Objects do not disappear: Video object detection by single-frame object location anticipation
ICCV 2023 1
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
arXiv 2023
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
arXiv 2023
ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs
arXiv 2022
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
arXiv 2022
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results
arXiv 2022
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans
arXiv 2021
MMChat: Multi-Modal Chat Dataset on Social Media
LREC 2022 6
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