Qiancheng Xu
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Learning Types · Machine Learning
(4)
Deep Learning
(2)
Applications
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Application Areas
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
large language model
(3)
catastrophic forgetting
(3)
tool learning
(2)
task-oriented dialogue
(2)
in-context learning
(1)
temporal reasoning
(1)
information retrieval
(1)
network pruning
(1)
class-incremental learning
(1)
episodic memory
(1)
lifelong learning
(1)
supervised fine-tuning
(1)
theory of mind
(1)
contrastive distillation
(1)
user preference
(1)
dialogue system
(1)
internal representation
(1)
task-oriented dialogue system
(1)
iterative feedback
(1)
weight masking
(1)
Papers
KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization
EACL 2026
TInR: Exploring Tool-Internalized Reasoning in Large Language Models
ACL 2026
PEToolLLM: Towards Personalized Tool Learning in Large Language Models
ACL 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
ACL 2025
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
EMNLP 2024
Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems
AAAI 2023
Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract)
AAAI 2023
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
ACL 2021