← Authors

Jiafeng Guo

81 papers · 2012–2026 · 13 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (16) 🌍 Conference Polyglot (13) 🏠 Conference Loyalist (20) πŸ”¬ Deep Specialist (15) 🀝 Dynamic Duo (72) πŸ† Grand Slam πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (356) πŸ’Ž Century Club (79) ❓ The Questioner πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) ⚑ Prolific Year (19)

Conferences

EMNLP (20) ACL (18) AAAI (12) COLING (10) IJCAI (5) IJCNLP (3) NIPS (3) ACML (2) CVPR (2) EACL (2) NAACL (2) ICLR (1) ICML (1)

Top co-authors

Xueqi Cheng (74) Xiaolong Jin (26) Ruqing Zhang (19) Yanyan Lan (19) Yixing Fan (18) Long Bai (17) Zixuan Li (16) Saiping Guan (15) Jun Xu (10) Keping Bi (9)

Keywords

large language model (12) information retrieval (7) temporal knowledge graph (7) reinforcement learning (5) event detection (5) retrieval-augmented generation (4) few-shot learning (4) adversarial robustness (4) knowledge graph reasoning (4) knowledge distillation (4) knowledge base (4) question answering (3) response generation (3) information extraction (3) graph convolution network (3) knowledge graph (3) temporal reasoning (3) link prediction (3) text generation (3) dense retrieval (3)

Papers

Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration EACL 2026
Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning AAAI 2026
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification ICLR 2025
A Generative Framework for Personalized Sticker Retrieval EMNLP 2025
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception ACL 2025
Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025
Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective ACL 2025
QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory EMNLP 2025
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction EMNLP 2025
A Survey of Link Prediction in N-ary Knowledge Graphs EMNLP 2025
Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective EMNLP 2025
Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-Box Neural Ranking Models AAAI 2025
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025
MPRF: Interpretable Stance Detection through Multi-Path Reasoning Framework EMNLP 2025
MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation COLING 2025
Inductive Link Prediction in N-ary Knowledge Graphs COLING 2025
Large Language Model-Based Event Relation Extraction with Rationales COLING 2025
G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models ACL 2025
The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems ACL 2025
KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025
Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation NAACL 2025
Selective Temporal Knowledge Graph Reasoning COLING 2024
Generative Retrieval Meets Multi-Graded Relevance NIPS 2024
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense NIPS 2024
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction ACL 2024
MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning ACL 2024
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval ACL 2024
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation ACL 2024
Class-Incremental Few-Shot Event Detection COLING 2024
Few-shot Link Prediction on Hyper-relational Facts COLING 2024
Nested Event Extraction upon Pivot Element Recognition COLING 2024
Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method EMNLP 2024
RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts EMNLP 2024
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024
LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs EMNLP 2024
Prompt Tuning with Contradictory Intentions for Sarcasm Recognition EACL 2023
Semantic Structure Enhanced Event Causality Identification ACL 2023
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2023
Learning Adversarially Robust Sparse Networks via Weight Reparameterization AAAI 2023
Rich Event Modeling for Script Event Prediction AAAI 2023
From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification EMNLP 2023
Temporal Knowledge Graph Reasoning Based on N-tuple Modeling EMNLP 2023
MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification COLING 2022
A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty CVPR 2022
Visual Named Entity Linking: A New Dataset and A Baseline EMNLP 2022
Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection EMNLP 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022
Euphemism Detection by Transformers and Relational Graph Attention Network EMNLP 2022
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict NAACL 2022
MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities IJCAI 2022
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022
Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning ACL 2022
CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction COLING 2022
Transformation Driven Visual Reasoning CVPR 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021
Integrating Deep Event-Level and Script-Level Information for Script Event Prediction EMNLP 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs IJCNLP 2021
Sketch and Customize: A Counterfactual Story Generator AAAI 2021
Learning to Truncate Ranked Lists for Information Retrieval AAAI 2021
Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings COLING 2020
On the Relation between Quality-Diversity Evaluation and Distribution-Fitting Goal in Text Generation ICML 2020
Beyond Language: Learning Commonsense from Images for Reasoning EMNLP 2020
NeuInfer: Knowledge Inference on N-ary Facts ACL 2020
Structure Learning for Headline Generation AAAI 2020
Bidirectional Dependency-Guided Attention for Relation Extraction ACML 2020
An Adaptive Framework for Conversational Question Answering AAAI 2019
Teaching Machines to Extract Main Content for Machine Reading Comprehension AAAI 2019
HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering AAAI 2019
Differentiated Distribution Recovery for Neural Text Generation AAAI 2019
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation ACL 2019
Event Detection with Multi-Order Graph Convolution and Aggregated Attention EMNLP 2019
Event Detection with Multi-Order Graph Convolution and Aggregated Attention IJCNLP 2019
Learning to Control the Specificity in Neural Response Generation ACL 2018
Tailored Sequence to Sequence Models to Different Conversation Scenarios ACL 2018
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018
Locally Smoothed Neural Networks ACML 2017
Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN IJCAI 2016
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations ACL 2015
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations IJCNLP 2015
Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space NIPS 2012