Yequan Wang

32 papers · 2016–2026 · 9 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (62) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

👑 Triple Crown 🏆 Grand Slam 🤝 Dynamic Duo (11) ⚡ Prolific Year · Productive 🌈 Renaissance Researcher (5) 💎 Century Club · Bronze ❓ The Questioner 🗃️ Keyword Collector (159) 🔥 Unstoppable · Bronze

Venues

ACL (15) EMNLP (4) AAAI (3) ICML (3) ICLR (2) IJCAI (2) COLING (1) NAACL (1) NeurIPS (1)

Top co-authors

Kang Liu (11) Jing Li (10) Jun Zhao (8) Siqi Fan (6) Min Zhang (6) Aixin Sun (5) Xiusheng Huang (5) Xuying Meng (5) Zhao Yang (4) Xiaowei Yuan (4)

Research topics

Artificial Intelligence (21) Deep Learning (21) Core AI (20) Natural Language Processing (18) Machine Learning (15) Learning Types · Deep Learning (12) Resources & Methods (9) Application Areas (8) Applications (8) Architectures (6) Optimization & Theory (6) Core Methods (5) Models (5) Learning Paradigms (4) Learning Types · Machine Learning (3)

Keywords

large language model (13) model compression (4) knowledge editing (3) question answering (3) catastrophic forgetting (3) sentiment analysis (2) contextual knowledge (2) graph neural network (2) retrieval-augmented generation (2) language model (2) parametric knowledge (2) natural language understanding (2) continual learning (2) model editing (2) knowledge conflict (2) relation extraction (2) fact verification (1) few-shot learning (1) attention mechanism (1) model robustness (1)

Papers

Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts ACL 2026 Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs ACL 2026 If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs ACL 2026 Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs ACL 2026 Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026 Theory-optimal Quantization Based on Flatness ACL 2026 Capability Localization: Capabilities Can be Localized rather than Individual Knowledge ICLR 2025 ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5 ACL 2025 Exploiting Contextual Knowledge in LLMs through 𝒱-usable Information based Layer Enhancement ACL 2025 Few-Shot Learner Generalizes Across AI-Generated Image Detection ICML 2025 Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering AAAI 2025 Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025 Not All Layers of LLMs Are Necessary During Inference IJCAI 2025 Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency ACL 2025 Reflection on Knowledge Graph for Large Language Models Reasoning ACL 2025 BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024 Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024 Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint ACL 2024 Improving Zero-shot LLM Re-Ranker with Risk Minimization EMNLP 2024 Masked Structural Growth for 2x Faster Language Model Pre-training ICLR 2024 Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024 Reasons and Solutions for the Decline in Model Performance after Editing NeurIPS 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024 Finding Generalization Measures by Contrasting Signal and Noise ICML 2023 Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering ACL 2023 Rethinking Document-Level Relation Extraction: A Reality Check ACL 2023 A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict NAACL 2022 CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction COLING 2022 CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts EMNLP 2022 Interactive Information Extraction by Semantic Information Graph IJCAI 2022 Attention-based LSTM for Aspect-level Sentiment Classification EMNLP 2016