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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2410.06638" target="_blank">Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing</a></b></span>
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<p><em>Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, <b>Wenjie Li</b></em></p>
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<p><em>Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, <b>Wenjie Li</b>.</em></p>
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<p>Proceedings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2505.14318" target="_blank">RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection</a></b></span>
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<p><em>Wenjun Hou, Yi Cheng, Kaishuai Xu, Heng Li, Yan Hu, <b>Wenjie Li</b>, Jiang Liu</em></p>
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<p><em>Wenjun Hou, Yi Cheng, Kaishuai Xu, Heng Li, Yan Hu, <b>Wenjie Li</b>, Jiang Liu.</em></p>
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<p>Proceedings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2502.13946" target="_blank">Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region</a></b></span>
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<p><em>Chak Tou Leong, Qingyu Yin, Jian Wang, <b>Wenjie Li</b></em></p>
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<p><em>Chak Tou Leong, Qingyu Yin, Jian Wang, <b>Wenjie Li</b>.</em></p>
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<p>Proceedings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2502.12799" target="_blank">Towards Text-Image Interleaved Retrieval</a></b></span>
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<p><em>Xin Zhang, Ziqi Dai, Yongqi Li, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Jun Yu, <b>Wenjie Li</b>, Min Zhang</em></p>
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<p><em>Xin Zhang, Ziqi Dai, Yongqi Li, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Jun Yu, <b>Wenjie Li</b>, Min Zhang.</em></p>
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<p>Proceedings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/pdf/2505.17663" target="_blank">Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States</a></b></span>
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<p><em>Yang Xiao, Jiashuo Wang, Qiancheng Xu, Changhe Song, Chunpu Xu, Yi Cheng, <b>Wenjie Li</b>, Pengfei Liu</em></p>
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<p><em>Yang Xiao, Jiashuo Wang, Qiancheng Xu, Changhe Song, Chunpu Xu, Yi Cheng, <b>Wenjie Li</b>, Pengfei Liu.</em></p>
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<p>Proceedings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2502.18874" target="_blank">Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework</a></b></span>
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<p><em>Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, <b>Wenjie Li</b></em></p>
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<p><em>Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, <b>Wenjie Li</b>.</em></p>
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<p>Findings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2502.18980" target="_blank">PEToolLLM: Towards Personalized Tool Learning in Large Language Models</a></b></span>
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<p><em>Qiancheng Xu, Yongqi Li, Heming Xia, Fan Liu, Min Yang, <b>Wenjie Li</b></em></p>
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<p><em>Qiancheng Xu, Yongqi Li, Heming Xia, Fan Liu, Min Yang, <b>Wenjie Li</b>.</em></p>
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<p>Findings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2502.14276" target="_blank">STeCa: Step-level Trajectory Calibration for LLM Agent Learning</a></b></span>
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<p><em>Hanlin Wang, Jian Wang, Chak Tou Leong, <b>Wenjie Li</b></em></p>
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<p><em>Hanlin Wang, Jian Wang, Chak Tou Leong, <b>Wenjie Li</b>.</em></p>
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<p>Findings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2502.13311" target="_blank">Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors</a></b></span>
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<p><em>Jian Wang, Yinpei Dai, Yichi Zhang, Ziqiao Ma, <b>Wenjie Li</b>, Joyce Chai</em></p>
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<p><em>Jian Wang, Yinpei Dai, Yichi Zhang, Ziqiao Ma, <b>Wenjie Li</b>, Joyce Chai.</em></p>
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<p>Findings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2502.18001" target="_blank">Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning</a></b></span>
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<p><em>Xinghao Chen, Zhijing Sun, Wenjin Guo, Miaoran Zhang, Yanjun Chen, Yirong Sun, Hui Su, Yijie Pan, Dietrich Klakow, <b>Wenjie Li</b>, Xiaoyu Shen</em></p>
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<p><em>Xinghao Chen, Zhijing Sun, Wenjin Guo, Miaoran Zhang, Yanjun Chen, Yirong Sun, Hui Su, Yijie Pan, Dietrich Klakow, <b>Wenjie Li</b>, Xiaoyu Shen.</em></p>
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<p>Findings of the 63nd Annual Meeting of the Association for Computational Linguistics (ACL 2025).</p>
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<span class="tag_conference">Journal</span><span><b><a class="text-link" href="https://ieeexplore.ieee.org/document/10494341" target="_blank">Enhancing Narrative Commonsense Reasoning with Multi-Level Causal Knowledge</a></b></span>
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</div>
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<p><em>Feiteng Mu, <b>Wenjie Li</b>.</em></p>
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<p>IEEE Transactions on Neural Networks and Learning Systems (TNNLS).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2503.18941" target="_blank">Scaling Laws for Generative Retrieval</a></b></span>
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<p><em>Hongru Cai, Yongqi Li, Ruifeng Yuan, Wenjie Wang, Zhen Zhang, <b>Wenjie Li</b>, Tat-Seng Chua</em></p>
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<p><em>Hongru Cai, Yongqi Li, Ruifeng Yuan, Wenjie Wang, Zhen Zhang, <b>Wenjie Li</b>, Tat-Seng Chua.</em></p>
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<p>The 48th International ACM SIGIR Conference on Research and Development in the Information Retrieval (SIGIR'2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2407.17274" target="_blank">Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation</a></b></span>
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<p><em>Yongqi Li, Hongru Cai, Wenjie Wang, Leigang Qu, Yinwei Wei, <b>Wenjie Li</b>, Liqiang Nie, Tat-Seng Chua</em></p>
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<p><em>Yongqi Li, Hongru Cai, Wenjie Wang, Leigang Qu, Yinwei Wei, <b>Wenjie Li</b>, Liqiang Nie, Tat-Seng Chua.</em></p>
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<p>The 48th International ACM SIGIR Conference on Research and Development in the Information Retrieval (SIGIR'2025).</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/abs/2412.16855" target="_blank">Bridging Modalities: Improving UniversalMultimodal Retrieval by Multimodal LargeLanguage Models</a></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><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><a class="text-link" href="https://arxiv.org/pdf/2411.19488" target="_blank">Interleaved-modal Chain-of-Thought</a></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><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><a class="text-link" href="https://arxiv.org/pdf/2410.01556" target="_blank">Integrative Decoding: Improving Factuality via Implicit Self-consistency</a></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><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><a class="text-link" href="https://arxiv.org/pdf/2410.06916" target="_blank">SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration</a></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><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><a class="text-link" href="https://arxiv.org/pdf/2410.17236" target="_blank">Large Language Models Empowered Personalized Web Agent</a></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><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><a class="text-link" href="https://arxiv.org/html/2312.17257v1" target="_blank">Evolving Large Language Model Assistant with Long-Term Verbal Memory</a></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><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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<h2>2024</h2>
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<span class="tag_conference">Journal</span><span><b><a class="text-link" href="https://www.sciencedirect.com/science/article/abs/pii/S0306457323003722" target="_blank">Dialogue Acts Enhanced Extract-Abstract Framework for Meeting Summarization</a></b></span>
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<p><em>Shichao Sun, Ruifeng Yuan, <b>Wenjie Li</b>, Ziqiang Cao, Sujian Li.</em></p>
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<p>Information Processing and Management.</p>
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<span class="tag_conference">Journal</span><span><b><a class="text-link" href="https://dl.acm.org/doi/10.1145/3652598" target="_blank">Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue</a></b></span>
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<p><em>Jian Wang, Dongding Lin, <b>Wenjie Li</b>.</em></p>
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<p>ACM Transactions on Information Systems (TOIS).</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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