Junzhuo Li
10 papers · 2022–2026 · 3 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🏆 Keyword Champion (2)
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Century Club · Bronze
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model interpretability
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mixture of expert
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knowledge attribution
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knowledge distillation
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pre-trained language model
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conversational question answering
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expert specialization
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semantic parsing
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cross-lingual transfer
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Papers
Deconstructing Pre-training: Knowledge Attribution Analysis in MoE and Dense Models
AAAI 2026
Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design
ACL 2026
Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models
ACL 2025
Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
ACL 2025
Dynamic Expert Specialization: Towards Catastrophic Forgetting-Free Multi-Domain MoE Adaptation
EMNLP 2025
Internal Chain-of-Thought: Empirical Evidence for Layer‐wise Subtask Scheduling in LLMs
EMNLP 2025
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
EMNLP 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?
EMNLP 2023
Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports
ACL 2023
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base
ACL 2022