Lei Sha
34 papers · 2015–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (10) π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π Academic Marathon (10)
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π
Academic Marathon
(10)
π€
Dynamic Duo
(12)
π₯
Mega-Team
(20)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(144)
π
Trend Setter
β‘
Prolific Year
(6)
β
The Questioner
π
Century Club
(32)
π₯
Unstoppable
(6)
Conferences
EMNLP (14)
ACL (7)
AAAI (3)
COLING (2)
ICLR (2)
IJCNLP (2)
AACL (1)
INTERSPEECH (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(7)
text generation
(4)
unsupervised learning
(3)
dialogue system
(3)
adversarial attack
(3)
adversarial learning
(3)
llm safety
(2)
benchmark evaluation
(2)
safety training
(2)
jailbreak defense
(2)
pre-trained language model
(2)
representation learning
(2)
pretrained language model
(2)
dialog generation
(2)
model safety
(2)
knowledge graph
(2)
adversarial training
(2)
item recommendation
(2)
language model
(2)
conversational recommendation
(2)
Papers
Large Language Models Struggle with Unreasonability in Math Problems
AAAI 2026
SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory
ACL 2026
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
EMNLP 2025
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models
ICLR 2025
Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment
EMNLP 2025
Towards Harmonized Uncertainty Estimation for Large Language Models
ACL 2025
How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation
ACL 2025
LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts
ACL 2025
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
EMNLP 2025
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
EMNLP 2024
ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings
EMNLP 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator
EMNLP 2024
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming
EMNLP 2024
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
ICLR 2024
Harnessing the Plug-and-Play Controller by Prompting
EMNLP 2023
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models
IJCNLP 2022
Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning
INTERSPEECH 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models
AACL 2022
Associative Memories via Predictive Coding
NIPS 2021
Multi-type Disentanglement without Adversarial Training
AAAI 2021
Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration
AAAI 2021
Controlling Text Edition by Changing Answers of Specific Questions
ACL 2021
Controlling Text Edition by Changing Answers of Specific Questions
IJCNLP 2021
Gradient-guided Unsupervised Lexically Constrained Text Generation
EMNLP 2020
Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning
EMNLP 2018
A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data
ACL 2017
Encoding Temporal Information for Time-Aware Link Prediction
EMNLP 2016
Joint Learning Templates and Slots for Event Schema Induction
NAACL 2016
Capturing Argument Relationship for Chinese Semantic Role Labeling
EMNLP 2016
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction
ACL 2016
Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition
COLING 2016
Towards Time-Aware Knowledge Graph Completion
COLING 2016
Multi-label Text Categorization with Joint Learning Predictions-as-Features Method
EMNLP 2015
Recognizing Textual Entailment Using Probabilistic Inference
EMNLP 2015