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Yixiao Fang

4 accepted papers

2026

WithAnyone: Toward Controllable and ID Consistent Image Generation

ICLR 2026poster

Identity-consistent (ID-consistent) generation has become an important focus in text-to-image research, with recent models achieving notable success in producing images aligned with a reference identity. Yet, the scarcity of large-scale paired datasets—containing multiple images of the same individu…

Cited by 0SourcecodeScholar
2025

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

NeurIPS 2025poster

Text-to-image (T2I) models have garnered significant attention for generating high-quality images aligned with text prompts. However, rapid T2I model advancements reveal limitations in early benchmarks, lacking comprehensive evaluations, especially for text rendering and style. Notably, recent state…

Cited by 0SourcecodeScholar
2025

Towards Real-Time Generation of Delay-Compensated Video Feeds for Outdoor Mobile Robot Teleoperation

ICRA 2025

Teleoperation is an important technology to enable supervisors to control agricultural robots remotely. However, environmental factors in dense crop rows and limitations in network infrastructure hinder the reliability of data streamed to teleoperators. These issues result in delayed and variable fr

Cited by 3SourceScholar
2024

BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues

NAACL 2024findings

In the realm of modern Large Language Models (LLMs), facilitating high-quality, multi-turn dialogues with humans represents a cornerstone feature. However, human-based evaluation of such a capability involves substantial manual effort. This study offers a formative assessment of current LLMs’ profic…