Articles by Yunxin Liu

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Yunxin Liu

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218

EBT-Policy: Energy Unlocks Emergent Physical Reasoning Capabilities

7 days ago by Travis Davies and others

Robotics, Artificial Intelligence

Scaling Up On-Device LLMs via Active-Weight Swapping Between DRAM and Flash

23 September 2025 by Fucheng Jia and others

Machine Learning

NeedleBench: Evaluating LLM Retrieval and Reasoning Across Varying Information Densities

17 September 2025 by Mo Li and others

Computation and Language

Tenma: Robust Cross-Embodiment Robot Manipulation with Diffusion Transformer

15 September 2025 by Travis Davies and others

Robotics, Artificial Intelligence

Leveraging AI Agents for Autonomous Networks: A Reference Architecture and Empirical Studies

10 September 2025 by Binghan Wu and others

Artificial Intelligence

BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens

29 August 2025 by Hao Wen and others

Machine Learning, Artificial Intelligence

GRAIL:Learning to Interact with Large Knowledge Graphs for Retrieval Augmented Reasoning

7 August 2025 by Ge Chang and others

Artificial Intelligence

Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management

6 August 2025 by Mo Li and others

Computation and Language, Artificial Intelligence

Hijacking JARVIS: Benchmarking Mobile GUI Agents against Unprivileged Third Parties

6 July 2025 by Guohong Liu and others

Cryptography and Security, Artificial Intelligence

Mobile-Bench-v2: A More Realistic and Comprehensive Benchmark for VLM-based Mobile Agents

26 May 2025 by Weikai Xu and others

Computation and Language, Artificial Intelligence

KVShare: An LLM Service System with Efficient and Effective Multi-Tenant KV Cache Reuse

16 May 2025 by Huan Yang and others

Computation and Language, Artificial Intelligence

LLM-Explorer: Towards Efficient and Affordable LLM-based Exploration for Mobile Apps

15 May 2025 by Shanhui Zhao and others

Software Engineering, Artificial Intelligence

AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation

6 May 2025 by Hao Wen and others

Artificial Intelligence

Time's Up! An Empirical Study of LLM Reasoning Ability Under Output Length Constraint

22 April 2025 by Yi Sun and others

Artificial Intelligence

Region-based Content Enhancement for Efficient Video Analytics at the Edge

3 April 2025 by Weijun Wang and others

Networking and Internet Architecture

Empower Vision Applications with LoRA LMM

3 April 2025 by Liang Mi and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Making Every Frame Matter: Continuous Activity Recognition in Streaming Video via Adaptive Video Context Modeling

13 March 2025 by Hao Wu and others

Computer Vision and Pattern Recognition

Data Center Cooling System Optimization Using Offline Reinforcement Learning

14 February 2025 by Xianyuan Zhan and others

Artificial Intelligence, Machine Learning

STRIDE: Automating Reward Design, Deep Reinforcement Learning Training and Feedback Optimization in Humanoid Robotics Locomotion

12 February 2025 by Zhenwei Wu and others

Robotics, Machine Learning

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement

21 January 2025 by Maosong Cao and others at

Tsinghua University

Computation and Language, Artificial Intelligence

Threshold Neuron: A Brain-inspired Artificial Neuron for Efficient On-device Inference

10 January 2025 by Zihao Zheng and others

Machine Learning

MobiFuse: A High-Precision On-device Depth Perception System with Multi-Data Fusion

18 December 2024 by Jinrui Zhang and others

Computer Vision and Pattern Recognition

ChainStream: An LLM-based Framework for Unified Synthetic Sensing

13 December 2024 by Jiacheng Liu and others

Computation and Language, Artificial Intelligence

A Survey of Resource-efficient LLM and Multimodal Foundation Models

23 September 2024 by Mengwei Xu and others

Machine Learning, Artificial Intelligence

Generalized Robot Learning Framework

18 September 2024 by Jiahuan Yan and others

Robotics, Artificial Intelligence

A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage

6 September 2024 by Huan Yang and others at

Tsinghua University

Cryptography and Security, Artificial Intelligence

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

6 July 2024 by Fucheng Jia and others at

Microsoft Research

Artificial Intelligence

An efficient strategy to construct general machine learning potentials for high-entropy ceramics

18 June 2024 by Yiwen Liu and others

Materials Science

Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification

18 June 2024 by Jintao Rong and others

Computer Vision and Pattern Recognition

A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing

18 June 2024 by Maomao Li and others

Computer Vision and Pattern Recognition

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