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Zelin Wang

7 accepted papers

2026

SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation

AAAI 2026technical

Inspired by Segment Anything 2, which generalizes segmentation from images to videos, we propose SAM2MOT—a novel segmentation-driven paradigm for multi-object tracking that breaks away from the conventional detection-association framework. In contrast to previous approaches that treat segmentation a

Cited by 0SourcePDFScholar
2026

Toward Intelligent Microfluidics: An LLM-Based Droplets Controlling Framework

RA-L 2026

Digital microfluidics (DMF) is a versatile platform that enables parallel droplet operations and on-site programmable control, where droplet routing is a critical challenge for achieving automation. To enable automatic path generation from source to target electrodes and process-level feedback corre

Cited by 0SourceScholar
2024

From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning

EMNLP 2024main

With the proliferation of large language models, Parameter Efficient Fine-Tuning (PEFT) method, which freeze pre-trained parameters and only fine-tune a few task-specific parameters, are playing an increasingly important role. However, previous work primarily applied uniform operations across all la…

Cited by 0SourcePDFScholar
2024

Obstacle Avoidance Strategy for a Novel Skiing Robot in Unknown Snow Environments

RA-L 2024

Obstacle avoidance is a significant part of robot autonomous navigation. Compared with traditional legged and actively driven wheeled robots, the skiing robot is a nonholonomic system, which cannot precisely control the speed. This paper presents an obstacle avoidance method based on the risk region

Cited by 1SourceScholar
2023

DialogMI: A Dialogue Model Based on Enhancing Dialogue Mutual Information

ICASSP 2023accepted

Most of the open-domain dialogue models tend to perform insufficiently in generating informative response. The possible reason is that they lack the capability of enhancing the mutual information between generated responses and dialogue history. To address this issue, we present a novel task of the…

Cited by 0SourceScholar