Xuying Ning
8 papers · 2025–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ⭐ Rising Star (5)
⚡
Prolific Year
(5)
Conferences
ACL (3)
EACL (1)
EMNLP (1)
ICLR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
large language model
(3)
test-time scaling
(2)
model ensemble
(1)
multimodal large language model
(1)
uncertainty estimation
(1)
long-term memory
(1)
inference optimization
(1)
reasoning model
(1)
recommender system
(1)
prediction confidence
(1)
llm agent
(1)
slow thinking
(1)
large reasoning model
(1)
ensemble robustness
(1)
token-level consistency
(1)
adaptive fusion
(1)
conversational memory
(1)
token generation
(1)
ensemble decoding
(1)
dynamic memory
(1)
Papers
Harnessing Consistency for Robust Test-Time LLM Ensemble
EACL 2026
Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents
ACL 2026
AdaFuse: Adaptive Ensemble Decoding for Large Language Models
ACL 2026
Graph4MM: Weaving Multimodal Learning with Structural Information
ICML 2025
iAgent: LLM Agent as a Shield between User and Recommender Systems
ACL 2025
i$^2$VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation
UAI 2025
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
EMNLP 2025
SLMRec: Distilling Large Language Models into Small for Sequential Recommendation
ICLR 2025