Qiancheng Xu
9 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Academic Marathon (5)
πΊοΈ
Taxonomy Completionist
(18)
Conferences
ACL (4)
AAAI (2)
EACL (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
catastrophic forgetting
(4)
large language model
(3)
task-oriented dialogue
(2)
task-oriented dialogue system
(2)
network pruning
(2)
tool learning
(2)
continual learning
(2)
lifelong learning
(1)
supervised fine-tuning
(1)
knowledge preservation
(1)
theory of mind
(1)
class incremental learning
(1)
contrastive distillation
(1)
user preference
(1)
dialogue system
(1)
internal representation
(1)
iterative feedback
(1)
weight masking
(1)
dynamic evaluation
(1)
mental state tracking
(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
IJCNLP 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
ACL 2021