Yequan Wang
32 papers · 2016–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (9) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (9) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(53)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Triple Crown
π
Grand Slam
β‘
Prolific Year
(9)
ποΈ
Keyword Collector
(119)
π
Century Club
(26)
Conferences
ACL (15)
EMNLP (4)
AAAI (3)
ICML (3)
ICLR (2)
IJCAI (2)
COLING (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(12)
model compression
(4)
question answering
(3)
catastrophic forgetting
(3)
knowledge editing
(3)
natural language understanding
(2)
graph neural network
(2)
sentiment analysis
(2)
parametric knowledge
(2)
retrieval-augmented generation
(2)
knowledge conflict
(2)
model editing
(2)
continual learning
(2)
relation extraction
(2)
language model
(2)
contextual knowledge
(2)
sequence labeling
(1)
fact verification
(1)
attention mechanism
(1)
stochastic gradient descent
(1)
Papers
Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs
ACL 2026
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
ACL 2026
Theory-optimal Quantization Based on Flatness
ACL 2026
Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs
ACL 2026
Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs
ACL 2026
Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts
ACL 2026
ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5
ACL 2025
Few-Shot Learner Generalizes Across AI-Generated Image Detection
ICML 2025
Not All Layers of LLMs Are Necessary During Inference
IJCAI 2025
Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
ACL 2025
Exploiting Contextual Knowledge in LLMs through π±-usable Information based Layer Enhancement
ACL 2025
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
AAAI 2025
Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency
ACL 2025
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
ICLR 2025
Reflection on Knowledge Graph for Large Language Models Reasoning
ACL 2025
Commonsense Knowledge Editing Based on Free-Text in LLMs
EMNLP 2024
Spectral-Based Graph Neural Networks for Complementary Item Recommendation
AAAI 2024
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials
AAAI 2024
Multimodal Reasoning with Multimodal Knowledge Graph
ACL 2024
Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint
ACL 2024
Reasons and Solutions for the Decline in Model Performance after Editing
NIPS 2024
Improving Zero-shot LLM Re-Ranker with Risk Minimization
EMNLP 2024
Masked Structural Growth for 2x Faster Language Model Pre-training
ICLR 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
ICML 2024
Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering
ACL 2023
Finding Generalization Measures by Contrasting Signal and Noise
ICML 2023
Rethinking Document-Level Relation Extraction: A Reality Check
ACL 2023
CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction
COLING 2022
Interactive Information Extraction by Semantic Information Graph
IJCAI 2022
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict
NAACL 2022
CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts
EMNLP 2022
Attention-based LSTM for Aspect-level Sentiment Classification
EMNLP 2016