Picture for Qi Qi

Qi Qi

MergeQuant: Accurate 4-bit Static Quantization of Large Language Models by Channel-wise Calibration

Add code
Mar 07, 2025
Viaarxiv icon

OIPR: Evaluation for Time-series Anomaly Detection Inspired by Operator Interest

Add code
Mar 03, 2025
Figure 1 for OIPR: Evaluation for Time-series Anomaly Detection Inspired by Operator Interest
Figure 2 for OIPR: Evaluation for Time-series Anomaly Detection Inspired by Operator Interest
Figure 3 for OIPR: Evaluation for Time-series Anomaly Detection Inspired by Operator Interest
Figure 4 for OIPR: Evaluation for Time-series Anomaly Detection Inspired by Operator Interest
Viaarxiv icon

Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL

Add code
Feb 17, 2025
Viaarxiv icon

ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data

Add code
Dec 16, 2024
Viaarxiv icon

Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model

Add code
Nov 06, 2024
Figure 1 for Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model
Figure 2 for Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model
Figure 3 for Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model
Figure 4 for Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model
Viaarxiv icon

SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent

Add code
Oct 18, 2024
Figure 1 for SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent
Figure 2 for SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent
Figure 3 for SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent
Figure 4 for SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent
Viaarxiv icon

Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection

Add code
Oct 11, 2024
Figure 1 for Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection
Figure 2 for Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection
Figure 3 for Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection
Figure 4 for Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection
Viaarxiv icon

Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective

Add code
Sep 27, 2024
Figure 1 for Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
Figure 2 for Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
Figure 3 for Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
Figure 4 for Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
Viaarxiv icon

OutlierTune: Efficient Channel-Wise Quantization for Large Language Models

Add code
Jun 27, 2024
Figure 1 for OutlierTune: Efficient Channel-Wise Quantization for Large Language Models
Figure 2 for OutlierTune: Efficient Channel-Wise Quantization for Large Language Models
Figure 3 for OutlierTune: Efficient Channel-Wise Quantization for Large Language Models
Figure 4 for OutlierTune: Efficient Channel-Wise Quantization for Large Language Models
Viaarxiv icon

Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning

Add code
Jun 09, 2024
Viaarxiv icon