← Authors

Tingwen Liu

43 papers · 2018–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (7) 🀝 Dynamic Duo (24) πŸ† Keyword Champion (3) πŸ’Ž Century Club (41) ⚑ Prolific Year (9) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (192) πŸ”₯ Unstoppable (8)

Conferences

ACL (12) EMNLP (10) COLING (6) AAAI (4) IJCNLP (4) ICML (2) ACML (1) CVPR (1) IJCAI (1) NAACL (1) NIPS (1)

Top co-authors

Bowen Yu (24) Zhenyu Zhang (17) Jiawei Sheng (14) Bin Wang (9) Xue Mengge (7) Shiyao Cui (6) Li Guo (5) Shuohuan Wang (5) Wang Yubin (5) Hongbo Xu (5)

Keywords

large language model (6) graph neural network (6) attention mechanism (5) knowledge distillation (5) named entity recognition (5) model compression (4) relation extraction (3) maximal clique (3) distant supervision (2) heterogeneous graph (2) knowledge graph completion (2) conditional random field (2) few-shot learning (2) neural relation extraction (2) open information extraction (2) entity embedding (2) optimal transport (2) information extraction (2) representation learning (2) kv cache (2)

Papers

Fashion Microscope: Pixel-Level Attribute Perception via Optimal Transport and Neural Semantic Aggregation AAAI 2026
Information-Theoretic Minimal Sufficient Representation for Multi-Domain Knowledge Graph Completion AAAI 2026
Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025
Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning COLING 2025
Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations ICML 2025
Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer ICML 2025
Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction EMNLP 2025
Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing EMNLP 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025
Towards SΒ²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025
SOTOPIA-Ξ©: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents ACL 2025
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion NIPS 2024
NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time ACL 2024
LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion ACL 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024
Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023
Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence EMNLP 2022
Towards Generalized Open Information Extraction EMNLP 2022
Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ACL 2022
Event Causality Extraction with Event Argument Correlations COLING 2022
Few-Shot Event Detection with Prototypical Amortized Conditional Random Field IJCNLP 2021
From What to Why: Improving Relation Extraction with Rationale Graph IJCNLP 2021
FITAnnotator: A Flexible and Intelligent Text Annotation System NAACL 2021
Maximal Clique Based Non-Autoregressive Open Information Extraction EMNLP 2021
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP 2021
From What to Why: Improving Relation Extraction with Rationale Graph ACL 2021
CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction ACL 2021
Few-Shot Event Detection with Prototypical Amortized Conditional Random Field ACL 2021
Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021
CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction IJCNLP 2021
Discontinuous Named Entity Recognition as Maximal Clique Discovery IJCNLP 2021
Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction AAAI 2020
Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020
Porous Lattice Transformer Encoder for Chinese NER COLING 2020
Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction COLING 2020
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion EMNLP 2020
Coarse-to-Fine Pre-training for Named Entity Recognition EMNLP 2020
Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation EMNLP 2020
Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention ACL 2020
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking COLING 2020
Beyond Word Attention: Using Segment Attention in Neural Relation Extraction IJCAI 2019
Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction ACML 2018