Xinyu Ma
26 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
๐ Academic Marathon (5) ๐ Interdisciplinary Bridge ๐ Conference Polyglot (8) ๐งญ Keyword Pioneer ๐ Cross-Pollinator (8)
๐งญ
Keyword Pioneer
๐
Interdisciplinary Bridge
๐
Keyword Champion
(3)
๐
Grand Slam
๐๏ธ
Keyword Collector
(92)
โก
Prolific Year
(11)
๐
Century Club
(22)
โ
The Questioner
Conferences
ACL (10)
EMNLP (8)
AAAI (3)
COLING (1)
ICLR (1)
ICML (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
large language model
(9)
information retrieval
(6)
retrieval-augmented generation
(4)
passage ranking
(3)
model editing
(3)
representation learning
(2)
knowledge editing
(2)
diffusion model
(2)
listwise ranking
(2)
reinforcement learning
(2)
sequential editing
(2)
data augmentation
(1)
self-attention mechanism
(1)
word sense disambiguation
(1)
knowledge distillation
(1)
autoregressive transformer
(1)
medical imaging
(1)
text generation
(1)
optimal transport
(1)
image generation
(1)
Papers
Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
ACL 2026
EndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion
AAAI 2026
Reinforced Efficient Reasoning via Semantically Diverse Exploration
ACL 2026
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
ACL 2026
DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
ICLR 2025
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
ACL 2025
TCโRAG: TuringโComplete RAGโs Case study on Medical LLM Systems
ACL 2025
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
EMNLP 2025
The Mirage of Model Editing: Revisiting Evaluation in the Wild
ACL 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
ACL 2025
MatchGen: Detecting Medical Abnormal Region by Generating Matched Normal Regions
MICCAI 2025
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
ACL 2025
Evaluation of Text-to-Image Generation from a Creativity Perspective
EMNLP 2025
CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task
EMNLP 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents
EMNLP 2025
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval
EMNLP 2024
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse
ACL 2024
Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation
ACL 2024
3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset
COLING 2024
The Fall of ROME: Understanding the Collapse of LLMs in Model Editing
EMNLP 2024
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation
ICML 2024
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications
NIPS 2023
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
EMNLP 2023
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix
EMNLP 2023
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context
AAAI 2020
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration
AAAI 2020