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Tianyu Liu

Papers
37

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37papers

Authored papers

37

BabyVision: Visual Reasoning Beyond Language

arXiv 2026

2026

AutoWeather4D: Autonomous Driving Video Weather Conversion via G-Buffer Dual-Pass Editing

arXiv 2026

2026

Prism-Δ: Differential Subspace Steering for Prompt Highlighting in Large Language Models

arXiv 2026

2026

Kimi K2.5: Visual Agentic Intelligence

arXiv 2026

2026

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

arXiv 2025

2025

G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning

arXiv 2025

2025

A Comprehensive Survey on Long Context Language Modeling

arXiv 2025

2025

CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models

arXiv 2025

2025

A Survey on Latent Reasoning

arXiv 2025

2025

A Survey of Vibe Coding with Large Language Models

arXiv 2025

2025

OJBench: A Competition Level Code Benchmark For Large Language Models

arXiv 2025

2025

Multilingual Multimodal Software Developer for Code Generation

arXiv 2025

2025

Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding

arXiv 2025

2025

RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques

arXiv 2025

2025

Qwen2 Technical Report

arXiv 2024

2024

TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training

arXiv 2024

2024

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

arXiv 2024

2024

An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

arXiv 2024

2024

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

arXiv 2024

2024

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

arXiv 2024

2024

PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

arXiv 2024

2024

MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation

arXiv 2024

2024

LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

arXiv 2024

2024

Towards a Unified View of Preference Learning for Large Language Models: A Survey

arXiv 2024

2024

Parallel Speculative Decoding with Adaptive Draft Length

arXiv 2024

2024

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain

arXiv 2024

2024

A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation

arXiv 2024

2024

LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback

arXiv 2024

2024

Likelihood as a Performance Gauge for Retrieval-Augmented Generation

arXiv 2024

2024

ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code

arXiv 2023

2023

MARS: An Instance-aware, Modular and Realistic Simulator for Autonomous Driving

arXiv 2023

2023

Large Language Models are not Fair Evaluators

arXiv 2023

2023

Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus

arXiv 2023

2023

Enhancing Continual Relation Extraction via Classifier Decomposition

arXiv 2023

2023

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

arXiv 2023

2023

A Survey on In-context Learning

arXiv 2022

2022

Autoregressive Structured Prediction with Language Models

arXiv 2022

2022

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from 37 papers