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Posts by Collection
portfolio
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publications
Informative Visual Storytelling with Cross-modal Rules
Published in Twenty-Seventh ACM International Conference on Multimedia (ACM MM), 2019., 2019
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Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach
Published in Arxiv preprint, 2020., 2020
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CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction
Published in Fifty-Ninth Annual Meeting of the Association of Computational Linguistics (ACL), 2021., 2021
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Revisiting Catastrophic Forgetting in Class Incremental Learning
Published in Arxiv preprint, 2021., 2021
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Towards Communication-efficient and Privacy-preserving Federated Representation Learning
Published in International Workshop on Trustable, Verifiable and Auditable Federated Learning in Conjunction with AAAI (FL-AAAI), 2022., 2022
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On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals
Published in Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), 2022., 2022
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A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
Published in Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS), 2023., 2023
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Continual Learning of Large Language Models: A Comprehensive Survey
Published in Arxiv Pre-print, 2024., 2024
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BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
Published in Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024., 2024
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Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal LLMs
Published in Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL), 2025., 2024
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Training-Free Bayesianization for Low-Rank Adapters of Large Language Models
Published in Arxiv preprint, 2024., 2024
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talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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