Xinyi Yang
12 papers · 2021–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (35) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (62)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Core AI
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Applications
(3)
Models
(3)
Resources & Methods
(3)
Computer Vision
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Reinforcement Learning
(1)
Robotics
(1)
Keywords
large language model
(3)
benchmark evaluation
(2)
foundation model
(2)
contrastive learning
(2)
synchronous context-free grammars
(1)
machine translation
(1)
visual perception
(1)
preference optimization
(1)
anomaly detection
(1)
bias detection
(1)
information retrieval
(1)
semantic similarity
(1)
adversarial attack
(1)
diffusion model
(1)
low-rank adaptation
(1)
prompt engineering
(1)
vision-language model
(1)
supervised fine-tuning
(1)
controllable generation
(1)
transfer learning
(1)
Papers
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
ICLR 2025
Rethinking Prompt-based Debiasing in Large Language Model
ACL 2025
Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection
AAAI 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
ICLR 2025
3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing
CoRL 2024
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
NeurIPS 2024
FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability
ACL 2024
HIVE: Harnessing Human Feedback for Instructional Visual Editing
CVPR 2024
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model
ACL 2024
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
NeurIPS 2023
Learning Efficient Multi-agent Cooperative Visual Exploration
ECCV 2022
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing
ICLR 2021