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• Query-Efficient Domain Knowledge Stealing Against Large Language Models

  Zhengao Li, Xiaopeng Yuan, Bolin Shen, Kien Le, Haohan Wang, Xugui Zhou, Shangqian Gao, Yushun Dong

  31870-31878

  2026-03-14

• GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt

  Zhenhe Li, Can Lin, Ling Zheng, Wen-Da Wei, Junli Liang, Qi Song

  31879-31887

  2026-03-14

• MacVQA: Adaptive Memory Allocation and Global Noise Filtering for Continual Visual Question Answering

  Zhifei Li, Yiran Wang, Chenyi Xiong, Yujing Xia, Xiaoju Hou, Yue Zhao, Miao Zhang, Kui Xiao, Bing Yang

  31888-31896

  2026-03-14

• SLD-L2S: Hierarchical Subspace Latent Diffusion for High-Fidelity Lip to Speech Synthesis

  Yifan Liang, Andong Li, Kang Yang, Guochen Yu, Fangkun Liu, Lingling Dai, Xiaodong Li, Chengshi Zheng

  31943-31951

  2026-03-14

• Query-Routed Activation Editing with Truth-hierarchical Preference Optimization

  Kewei Liao, Tianbo Wang, Yuqing Ma, Zhange Zhang, Zhicheng Geng, Xiaowei Zhao, Jiakai Wang, Xianglong Liu

  31979-31987

  2026-03-14

• GrayKD: Distilling Better Knowledge from Black-box LLM via Multi-rationale Injection

  Hyeongsoo Lim, Hyung Yong Kim, Jin Young Kim, Min Ho Jang, Eun Seo Seo, Youshin Lim, Shukjae Choi, Jihwan Park, Yunkyu Lim, Hanbin Lee, Byeong-Yeol Kim, Ji Won Yoon

  31997-32005

  2026-03-14

• Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning

  Jiayi Lin, Yanlin Wang, Yibiao Yang, Lei Zhang, Yutao Xie

  32006-32014

  2026-03-14

• Dynamic Cognitive Planning for Cognitive-Functional Dialogue: A Case Study in Emotional Support Conversation

  Jiaqi Liu, Yankun Yang, Jiakang Xu, Zhongqiang Du, Wenbin Jiang

  32069-32077

  2026-03-14

• Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases

  Ren-Biao Liu, Jiang-Tian Xue, Chao-Zeng Ma, Hui Sun, Xin-Ye Li, Ming Li

  32096-32104

  2026-03-14

• WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation

  Xiaoqian Liu, Xiyan Gui, Zhengkun Ge, Yuan Ge, Chang Zou, Jiacheng Liu, Zhikang Niu, Qixi Zheng, Chen Xu, Xie Chen, Tong Xiao, Jingbo Zhu, Linfeng Zhang

  32177-32185

  2026-03-14

• InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization

  Yuhang Liu, Zeyu Liu, Shuanghe Zhu, Pengxiang Li, Congkai Xie, Jiasheng Wang, Xueyu Hu, Xiaotian Han, Jianbo Yuan, Xinyao Wang, Shengyu Zhang, Hongxia Yang, Fei Wu

  32267-32275

  2026-03-14

• SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning

  Lingkun Long, Rubing Yang, Yushi Huang, Desheng Hui, Ao Zhou, Jianlei Yang

  32284-32292

  2026-03-14

• ParaMETA: Towards Learning Disentangled Paralinguistic Speaking Styles Representations from Speech

  Haowei Lou, Hye-young Paik, Wen Hu, Lina Yao

  32311-32319

  2026-03-14

• MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration

  Hao Lu, Yanchi Gu, Haoyuan Huang, Yulin Zhou, Ningxin Zhu, Chen Li

  32320-32328

  2026-03-14

• DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts

  Yujing Lu, Ling Zhong, Jing Yang, Weiming Li, Peng Wei, Yongheng Wang, Manni Duan, Qing Zhang

  32347-32355

  2026-03-14

• Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement

  Xiaonan Luo, Yue Huang, Ping He, Xiangliang Zhang

  32374-32382

  2026-03-14

• Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement

  Fangrui Lv, Lei Wang, Ruixin Hong, Yong Du, Xiangyu Wu, Tingting Gao, Guorui Zhou, Changshui Zhang

  32383-32391

  2026-03-14

• A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities

  Kailun Lyu, Zehan Li, Fu Zhang, Jingwei Cheng

  32401-32409

  2026-03-14

• Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models

  Saaduddin Mahmud, Mason Nakamura, Kyle Hollins Wray, Shlomo Zilberstein

  32455-32464

  2026-03-14

• BhashaKritika: Building Synthetic Pretraining Data at Scale for Indic Languages

  Guduru Manoj, Neel Prabhanjan Rachamalla, Ashish Kulkarni, Gautam Rajeev, Jay Piplodiya, Arul Menezes, Shaharukh Khan, Souvik Rana, Manya Sah, Chandra Khatri, Shubham Agarwal

  32483-32491

  2026-03-14

• QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy Expansion

  Sahil Mishra, Avi Patni, Niladri Chatterjee, Tanmoy Chakraborty

  32501-32509

  2026-03-14

• GateRA: Token-aware Modulation for Parameter-Efficient Fine-tuning

  Jie Ou, Shuaihong Jiang, Yingjun Du, Cees G. M. Snoek

  32610-32618

  2026-03-14

• SERL: Self-Examining Reinforcement Learning on Open-Domain

  Weixuan Ou, Yanzhao Zheng, Shuoshuo Sun, Wei Zhang, Baohua Dong, Hangcheng Zhu, Ruohui Huang, Gang Yu, Pengwei Yan, Yifan Qiao

  32619-32627

  2026-03-14

• WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety

  Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li

  32655-32663

  2026-03-14

• Don’t Stop the Multi-Party! On Generating Synthetic Written Multi-Party Conversations with Constraints

  Nicolò Penzo, Marco Guerini, Bruno Lepri, Goran Glavaš, Sara Tonelli

  32701-32709

  2026-03-14