conftrace_

Lei Sha

34 papers · 2015–2026 · 10 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+12 more ↓ 🌍 Conference Polyglot (10) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) πŸƒ Academic Marathon (10)
πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer πŸƒ Academic Marathon (10) 🀝 Dynamic Duo (12) πŸ‘₯ Mega-Team (20) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (144) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) ❓ The Questioner πŸ’Ž Century Club (32) πŸ”₯ Unstoppable (6)

Conferences

EMNLP (14) ACL (7) AAAI (3) COLING (2) ICLR (2) IJCNLP (2) AACL (1) INTERSPEECH (1) NAACL (1) NIPS (1)

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