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Chang-Tien Lu

28 papers · 2013–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🐣 Hot Topic Early Bird 🏃 Academic Marathon (11) 🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (5)
🗺️ Taxonomy Completionist (68) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (11) 🤝 Dynamic Duo (10) 🗃️ Keyword Collector (147) The Questioner Prolific Year (7) 🚀 Conference Pioneer 💎 Century Club (26) 🔥 Unstoppable (8) 📈 Trend Setter

Conferences

AAAI (10) IJCAI (6) NAACL (4) ACL (3) EMNLP (3) ECCV (1) NIPS (1)

Papers

Collaborative LLM Numerical Reasoning with Local Data Protection AAAI 2026 Optimizing Product Provenance Verification Using Data Valuation Methods AAAI 2026 Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? EMNLP 2024 Don’t Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection ACL 2024 Synthetic Arabic Medical Dialogues Using Advanced Multi-Agent LLM Techniques ACL 2024 DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos NIPS 2024 InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024 AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction NAACL 2024 Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission NAACL 2024 TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation ACL 2023 LANS: Large-scale Arabic News Summarization Corpus EMNLP 2023 Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives AAAI 2023 Cross-Domain Few-Shot Semantic Segmentation ECCV 2022 Blocking Influence at Collective Level with Hard Constraints (Student Abstract) AAAI 2022 Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022 Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract) AAAI 2022 From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022 Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels NAACL 2022 Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021 TapNet: Multivariate Time Series Classification with Attentional Prototypical Network AAAI 2020 Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data AAAI 2020 Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks IJCAI 2019 Mitigating Uncertainty in Document Classification NAACL 2019 Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018 Social Media based Simulation Models for Understanding Disease Dynamics IJCAI 2018 Robust Regression via Heuristic Hard Thresholding IJCAI 2017 Multimodal Storytelling via Generative Adversarial Imitation Learning IJCAI 2017 Deep Sparse Coding Based Recursive Disaggregation Model for Water Conservation IJCAI 2013