← Search

Tian Liu

7 accepted papers

2025

A Survey on LLMs for Story Generation

EMNLP 2025

Methods for story generation with Large Language Models (LLMs) have come into the spotlight recently. We create a novel taxonomy of LLMs for story generation consisting of two major paradigms: (i) independent story generation by an LLM, and (ii) author-assistance for story generation – a collaborati

Cited by 0SourcePDFScholar
2025

EANS: Reducing Energy Consumption for UAV with an Environmental Adaptive Navigation Strategy

IROS 2025

Unmanned Aerial Vehicles (Uavs) are limited by the onboard energy. Refinement of the navigation strategy directly affects both the flight velocity and the trajectory based on the adjustment of key parameters in the Uavs pipeline, thus reducing energy consumption. However, existing techniques tend to

Cited by 0SourceScholar
2025

Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning

CVPR 2025poster

Few-shot recognition (FSR) aims to train a classification model with only a few labeled examples of each concept concerned by a downstream task, where data annotation cost can be prohibitively high. We develop methods to solve FSR by leveraging a pretrained Vision-Language Model (VLM). We particular…

2024

An Efficient Position Reconfiguration Approach for Maximizing Lifetime of Fixed-wing Swarm Drones

IROS 2024

With the development and application of swarm drones, some researchers have tried to replicating the migration patterns of geese in drones swarm formation to extend their lifetime. However, the problem of performing appropriate position reconfiguration based on the battery energy still remains an un

Cited by 0SourceScholar
2024

The Neglected Tails in Vision-Language Models

CVPR 2024poster

Vision-language models (VLMs) excel in zero-shot recognition but their performance varies greatly across different visual concepts. For example although CLIP achieves impressive accuracy on ImageNet (60-80%) its performance drops below 10% for more than ten concepts like night snake presumably due t…

Cited by 44SourcePDFScholar
2021

A Versatile Vision-Pheromone-Communication Platform for Swarm Robotics

ICRA 2021poster

This paper describes a versatile platform for swarm robotics research. It integrates multiple pheromone communication with a dynamic visual scene along with real time data transmission and localization of multiple-robots. The platform has been built for inquiries into social insect behavior and bio-…

Cited by 6SourceScholar
2017

Collision selective LGMDs neuron models research benefits from a vision-based autonomous micro robot

IROS 2017poster

The developments of robotics inform research across a broad range of disciplines. In this paper, we will study and compare two collision selective neuron models via a vision-based autonomous micro robot. In the locusts' visual brain, two Lobula Giant Movement Detectors (LGMDs), i.e. LGMD1 and LGMD2,…

Cited by 36SourceScholar