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@@ -76,57 +76,8 @@ <h2>2025</h2>
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<h2>2024</h2>
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<span class="tag_conference">Conference</span><span><b>title</b></span>
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<p><em>author</em></p>
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<p>[<a href="link_to_arxiv" class="publication-link">link</a>]</p>
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<span class="tag_conference">Conference</span><span><b>Bridging Modalities: Improving UniversalMultimodal Retrieval by Multimodal LargeLanguage Models</b></span>
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<p><em>Xin Zhang, Yanzhao Zhang, Wen Xie, Mingxin Li, Zigi Dai, Dingkun Long, Pengjun Xie, Meishan Zhang, <b>Wenjie Li</b>, Min Zhang</em></p>
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<p>IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR 2025).</p>
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<span class="tag_conference">Conference</span><span><b>Interleaved-modal Chain-of-Thought</b></span>
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<p><em>Jun Gao, Yongqi Li, Ziqiang Cao, <b>Wenjie Li</b></em></p>
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<p>IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR 2025).</p>
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<span class="tag_conference">Conference</span><span><b>Integrative Decoding: Improving Factuality via Implicit Self-consistency</b></span>
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<p><em>Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, <b>Wenjie Li</b>, Jian Jiao, Qi Chen, Peng CHENG, Wayne Xiong</em></p>
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<p>13th International Conference on Learning Representations (ICLR 2025).</p>
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<span class="tag_conference">Conference</span><span><b>SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration</b></span>
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<p><em>Heming Xia, Yongqi Li, Jun zhang, Cunxiao Du, <b>Wenjie Li</b></em></p>
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<p>13th International Conference on Learning Representations (ICLR 2025).</p>
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<span class="tag_conference">Conference</span><span><b>Large Language Models Empowered Personalized Web Agent</b></span>
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<p><em>Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin ZHU, Xiaoyu Shen, <b>Wenjie Li</b>, Tat-Seng Chua</em></p>
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<p>The Web Conference (WWW 2025).</p>
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<span class="tag_conference">Conference</span><span><b>Evolving Large Language Model Assistant with Long-Term Verbal Memory</b></span>
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<p><em>Ruifeng Yuan, Shichao Sun, Yongqi Li, Zili Wang, Ziqiang Cao, <b>Wenjie Li</b></em></p>
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<p>Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025).</p>
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<span class="tag_conference">Conference</span><span><b>Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG scenario</b></span>
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<p><em>Yang Y., Li G.Y., Li L.Y., <b>Li W.J.</b> and Yang J.</em></p>
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<p>Frontiers of Computer Science, 18(1), No. 181335, 2024.</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/html/2406.12429v2" target="_blank">Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG scenario</a></b></span>
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<p><em>Feiteng Mu, Yong Jiang, Liwen Zhang, Liuchu, <b>Wenjie Li</b>, Pengjun Xie, Fei Huang.</em></p>
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<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2024.findings-emnlp.561.pdf" target="_blank">Enhancing Tool Retrieval with Iterative Feedback from Large Language Models</a></b></span>
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<p><em>Qiancheng Xu, Yongqi Li, Heming Xia, <b>Wenjie Li</b>.</em></p>
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<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2024.findings-emnlp.528/" target="_blank">ICON: Improving Inter-Report consistency of Radiology Report Generation via Lesion-aware Mix-up Augmentation</a></b></span>
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<p><em>Wenjun Hou, Yi Cheng, Kaishuai Xu, Yan Hu, <b>Wenjie Li</b>, Jiang Liu.</em></p>
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<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2024.findings-emnlp.448/" target="_blank">Exploration-based Error Correction Learning for Embodied Agents</a></b></span>
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<p><em>Hanlin Wang, Chak Tou Leong, Jian Wang, <b>Wenjie Li</b>.</em></p>
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<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://dl.acm.org/doi/abs/10.1145/3664647.3681651" target="_blank">SCREEN: A Benchmark for Situated Conversational Recommendation</a></b></span>
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<p><em>Dongding Lin, Jian Wang, Chak Tou Leong, <b>Wenjie Li</b>.</em></p>
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<p>Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM 2024).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2024.findings-acl.31/" target="_blank">Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback</a></b></span>
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<p><em>Jiashuo Wang, Chunpu Xu, Chak Tou Leong, <b>Wenjie Li</b>, Jing Li.</em></p>
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<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2402.06967" target="_blank">Instruct once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue</a></b></span>
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<p><em>Jian Wang, Chak Tou Leong, Jiashuo Wang, Dongding Lin, <b>Wenjie Li</b>, Xiaoyong Wei.</em></p>
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<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2024.acl-long.353/" target="_blank">Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning</a></b></span>
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<p><em>Feiteng Mu, <b>Wenjie Li</b>.</em></p>
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<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2024.acl-long.354/" target="_blank">A Causal Approach for Counterfactual Reasoning in Narratives</a></b></span>
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<p><em>Feiteng Mu, <b>Wenjie Li</b>.</em></p>
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<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2024.findings-acl.406/" target="_blank">Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment</a></b></span>
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<p><em>Kaishuai Xu, Yi Cheng, Wenjun Hou, Qiaoyu Tan, <b>Wenjie Li</b>.</em></p>
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<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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