conftrace_

Shenghua Liu

20 papers · 2016–2026 · 6 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ πŸƒ Academic Marathon (9) 🌍 Conference Polyglot (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)
🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (9) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ’Ž Century Club (18) πŸ“ˆ Trend Setter ❓ The Questioner (2) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (86) πŸ”₯ Unstoppable (6)

Conferences

ACL (6) IJCAI (6) AAAI (3) EMNLP (3) COLING (1) ICLR (1)

Papers

Gated Differentiable Working Memory for Long-Context Language Modeling ACL 2026 HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router ACL 2026 Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation EMNLP 2025 Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL 2025 Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025 Context-DPO: Aligning Language Models for Context-Faithfulness ACL 2025 β€œNot Aligned” is Not β€œMalicious”: Being Careful about Hallucinations of Large Language Models’ Jailbreak COLING 2025 Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness ICLR 2025 LPNL: Scalable Link Prediction with Large Language Models ACL 2024 Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024 SLANG: New Concept Comprehension of Large Language Models EMNLP 2024 A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023 AugSplicing: Synchronized Behavior Detection in Streaming Tensors AAAI 2021 FlowScope: Spotting Money Laundering Based on Graphs AAAI 2020 BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series IJCAI 2019 NeuCast: Seasonal Neural Forecast of Power Grid Time Series IJCAI 2018 Single-Pass PCA of Large High-Dimensional Data IJCAI 2017 Learning Concise Representations of Users' Influences through Online Behaviors IJCAI 2017 Cascade Dynamics Modeling with Attention-based Recurrent Neural Network IJCAI 2017 Predict Anchor Links across Social Networks via an Embedding Approach IJCAI 2016