Articles by Bingxiag Qi

Computation and Language, Machine Learning

RAKG:Document-level Retrieval Augmented Knowledge Graph Construction

14 April 2025 by Hairong Zhang and others

Information Retrieval

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning

5 April 2025 by Jian Zhao and others

Towards Understanding the Optimization Mechanisms in Deep Learning

29 March 2025 by Binchuan Qi and others

Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform

9 March 2025 by Chenyu Huang and others

Computer Vision and Pattern Recognition, Machine Learning

Machine Learning for Estimation and Control of Quantum Systems

5 March 2025 by Hailan Ma and others

Limitations of Amplitude Encoding on Quantum Classification

3 March 2025 by Xin Wang and others

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines

23 February 2025 by Xinwei Long and others

Computer Vision and Pattern Recognition, Computation and Language

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

19 February 2025 by Haoyang Su and others

Artificial Intelligence, Computation and Language

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

10 February 2025 by Runze Liu and others at

Clustering Properties of Self-Supervised Learning

30 January 2025 by Xi Weng and others

Extended convexity and smoothness and their applications in deep learning

15 January 2025 by Binchuan Qi and others at

Tongji University

Machine Learning, Data Structures and Algorithms

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization

2 January 2025 by Enda Hua and others at

Artificial Intelligence, Computation and Language

Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos

1 January 2025 by Jinlin Xiang and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Tempus Core: Area-Power Efficient Temporal-Unary Convolution Core for Low-Precision Edge DLAs

25 December 2024 by Prabhu Vellaisamy and others

Hardware Architecture, Artificial Intelligence

Probability Distribution Learning and Its Application in Deep Learning

19 December 2024 by Binchuan Qi

Machine Learning, Information Retrieval

Fast and Slow Gradient Approximation for Binary Neural Network Optimization

16 December 2024 by Xinquan Chen and others

Machine Learning

An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning

11 November 2024 by Dong Li and others

MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making

9 November 2024 by Dayuan Fu and others

Artificial Intelligence, Computation and Language

Trainability Enhancement of Parameterized Quantum Circuits via Reduced-Domain Parameter Initialization

5 November 2024 by Yabo Wang and others at

Chinese Academy of Sciences

Supervised Learning Guarantee for Quantum AdaBoost

2 November 2024 by Yabo Wang and others

UltraMedical: Building Specialized Generalists in Biomedicine

29 October 2024 by Kaiyan Zhang and others

On Large Language Models' Hallucination with Regard to Known Facts

28 October 2024 by Che Jiang and others

Computation and Language, Machine Learning

Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding

23 October 2024 by Kaiyan Zhang and others

On the token distance modeling ability of higher RoPE attention dimension

21 October 2024 by Xiangyu Hong and others

Computation and Language, Artificial Intelligence

Observation of quantum superposition of topological defects in a trapped ion quantum simulator

20 October 2024 by Zhijie Cheng and others

Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering

17 October 2024 by Lu Shi and others

Multiagent Systems

Exploring Adversarial Robustness of Deep State Space Models

9 October 2024 by Biqing Qi and others at