Boyang Xue
17 papers · 2022–2026 · 6 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (42) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π€ Dynamic Duo (11)
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Artificial Intelligence
(13)
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(10)
Machine Learning
(9)
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(6)
Resources & Methods
(6)
Deep Learning
(5)
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Applications
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Learning Types Β· Deep Learning
(4)
Speech & Audio
(2)
Optimization & Theory
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Keywords
large language model
(7)
low-rank adaptation
(3)
pre-trained language model
(2)
speaker adaptation
(2)
automatic speech recognition
(2)
model compression
(2)
confidence score
(2)
parameter-efficient fine-tuning
(2)
reinforcement learning
(2)
text classification
(1)
question answering
(1)
speech recognition
(1)
chain-of-thought reasoning
(1)
domain adaptation
(1)
multilingual nlp
(1)
natural language inference
(1)
few-shot learning
(1)
graph structure
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Papers
Mitigating Context Interference for Reliable and Efficient Search Agents
ACL 2026
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
ACL 2026
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
ACL 2025
MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards
ICLR 2025
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions
NAACL 2025
Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning
ACL 2025
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
ACL 2025
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction
EMNLP 2024
Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting
NAACL 2024
Fine-tuning after Prompting: an Explainable Way for Classification
ACL 2024
LoRA Meets Dropout under a Unified Framework
ACL 2024
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA
ACL 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models
NAACL 2024
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval
COLING 2024
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment
EMNLP 2023
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition
Interspeech 2022
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems
Interspeech 2022