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3 </head> <body class="fixed-top-nav "> <header> <nav id="navbar" class="navbar navbar-light navbar-expand-sm fixed-top" role="navigation"> <div class="container"> <a class="navbar-brand title font-weight-lighter" href="/"> Bin Zhu </a> <button class="navbar-toggler collapsed ml-auto" type="button" data-toggle="collapse" data-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar top-bar"></span> <span class="icon-bar middle-bar"></span> <span class="icon-bar bottom-bar"></span> </button> <div class="collapse navbar-collapse text-right" id="navbarNav"> <ul class="navbar-nav ml-auto flex-nowrap"> <li class="nav-item "> <a class="nav-link" href="/">about </a> </li> <li class="nav-item "> <a class="nav-link" href="/publications/">publications </a> </li> <li class="nav-item "> <a class="nav-link" href="/team/">team </a> </li> <li class="nav-item "> <a class="nav-link" href="/service/">service </a> </li> <li class="nav-item "> <a class="nav-link" href="/grants&amp;talks/">grants&amp;talks </a> </li> <li class="nav-item "> <a class="nav-link" href="/teaching/">teaching </a> </li> <li class="nav-item"> <button id="search-toggle" title="Search" onclick="openSearchModal()"> <span class="nav-link">ctrl k <i class="ti ti-search"></i></span> </button> </li> <li class="toggle-container"> <button id="light-toggle" title="Change theme"> <i class="ti ti-sun-moon" id="light-toggle-system"></i> <i class="ti ti-moon-filled" id="light-toggle-dark"></i> <i class="ti ti-sun-filled" id="light-toggle-light"></i> </button> </li> </ul> </div> </div> </nav> <progress id="progress" value="0"> <div class="progress-container"> <span class="progress-bar"></span> </div> </progress> </header> <div class="container mt-5" role="main"> <div class="post"> <header class="post-header"> <h1 class="post-title">news</h1> <p class="post-description"></p> </header> <article> <div class="news"> <div class="table-responsive"> <table class="table table-sm table-borderless"> <tr> <th scope="row" style="width: 20%">Aug 21, 2026</th> <td> Two papers on Cultural Video Generation Benchmarking and Video World Models for Robotic Safety have been accepted to EMNLP 2026, as a Main Conference paper and a Findings paper respectively. Congratulations to Xianjing, Huiqiong and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Aug 14, 2026</th> <td> I delivered an online talk at Tianjin University on “Beyond Task Success: Towards Trustworthy Embodied Intelligence”. </td> </tr> <tr> <th scope="row" style="width: 20%">Jul 29, 2026</th> <td> I will serve as Senior Program Committee for AAAI 2027. </td> </tr> <tr> <th scope="row" style="width: 20%">Jul 10, 2026</th> <td> Two papers on Multimodal Large Language Model Safety and Spatial Intelligence have been accepted to ACM MM 2026. Congrats to Pengkun, Yian and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Jul 07, 2026</th> <td> I delivered a talk at <a href="https://teai.fudan.edu.cn/" rel="external nofollow noopener" target="_blank">Institute of Trustworthy Embodied AI, Fudan University</a> on “Beyond Task Success: Towards Trustworthy Embodied Intelligence”. </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 29, 2026</th> <td> One paper on Retrieval Augmented Generation is accepted by TOMM. Congrats to Hailong and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 19, 2026</th> <td> I am honored to have been awarded the Lee Kong Chian Fellowship! </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 18, 2026</th> <td> Two papers on Vision-Language-Action Safety and Long-tail Learning have been accepted to ECCV 2026. Congrats to Ninghao, Jianggang and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 08, 2026</th> <td> I was invited to deliver a keynote talk, titled “Beyond Task Success: Towards Trustworthy Foundation Models for Robotics,” at the <a href="https://trustvlm.github.io/TrustVLM-ICMR26/" rel="external nofollow noopener" target="_blank">TrustVLM Workshop at ICMR 2026</a>. </td> </tr> <tr> <th scope="row" style="width: 20%">Apr 23, 2026</th> <td> I was invited to deliver a talk at the <a href="https://singaporevisionday.github.io/svd2026/" rel="external nofollow noopener" target="_blank">Singapore Vision Day 2026</a> on “Towards Trustworthy Embodied Intelligence”. </td> </tr> <tr> <th scope="row" style="width: 20%">Apr 15, 2026</th> <td> Three papers on Multimodal Large Language Models and Vision-Language-Segmentation are accepted by ICMR 2026. Congrats to Yinxuan, Pengkun, Chengxi and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Apr 07, 2026</th> <td> Two papers on Text-to-Video Generation and Video Large Language Model Safety have been accepted to ACL 2026, as a main conference paper and a Findings paper respectively. Congrats to Xianjing, Pengkun and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Mar 18, 2026</th> <td> I am invited to serve as Special Session Co-Chair at <a href="https://www.mmm2027.net/organisers" rel="external nofollow noopener" target="_blank">MMM 2027</a>. </td> </tr> <tr> <th scope="row" style="width: 20%">Mar 17, 2026</th> <td> One paper on Text-to-Image Generation is accepted by ICME 2026. Congrats to Xiaoyu and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Feb 21, 2026</th> <td> One paper on Runtime Monitoring for Robotic Manipulation is accepted by CVPR 2026. Congrats to Shijie and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Jan 30, 2026</th> <td> Our paper <a href="https://arxiv.org/pdf/2506.09677" rel="external nofollow noopener" target="_blank">

3“Benchmarking Gaslighting Negation Attacks Against Reasoning Models”</a> has been selected as a Best Paper Candidate at <a href="https://mmm2026.cz" rel="external nofollow noopener" target="_blank">MMM 2026 </a>. </td> </tr> <tr> <th scope="row" style="width: 20%">Jan 18, 2026</th> <td> Three papers on Speech LLM Safety, 3D Hand Motion Generation and Recipe Generation are accepted by ICASSP 2026. Congrats to Jinyang, ChingLam, Guoshan and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Dec 22, 2025</th> <td> One paper on Vision Language Navigation is accepted by TIP. Congrats to Guangzhao and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Dec 08, 2025</th> <td> Our project “VISTA: A Value-Informed Safety &amp; Trust Architecture for Autonomous Agents” has been awarded by <a href="https://aisingapore.org/" rel="external nofollow noopener" target="_blank"> AI Singapore (AISG)</a>, with more than SGD$1,000,000 in total funding. I will serve as Co-Principal Investigator. Congrats Zhiguang! </td> </tr> <tr> <th scope="row" style="width: 20%">Nov 29, 2025</th> <td> I will serve as Organization Chair for Pacific Graphics 2026. </td> </tr> <tr> <th scope="row" style="width: 20%">Nov 21, 2025</th> <td> I will serve as Area Chair for ICME 2026. </td> </tr> <tr> <th scope="row" style="width: 20%">Nov 20, 2025</th> <td> I am invited to serve as Workshop Chair at <a href="https://icmr2026.org/organization.html" rel="external nofollow noopener" target="_blank">ACM ICMR 2026 </a>. </td> </tr> <tr> <th scope="row" style="width: 20%">Nov 08, 2025</th> <td> One paper on Reinforcement Learning for Robotic Manipulation is accepted as an Oral presentation by AAAI 2026. Congrats to Jiarui and all collaborators! </td> </tr> <tr> <th scope="row" style="width: 20%">Oct 30, 2025</th> <td> Two papers on Large Reasoning Model Safety and Multimodal Large Language Model are accepted by MMM 2026. </td> </tr> <tr> <th scope="row" style="width: 20%">Sep 08, 2025</th> <td> I was invited to deliver a talk at the <a href="https://www.nextcenter.org/" rel="external nofollow noopener" target="_blank">National University of Singapore NExT Research Centre</a> on “Food Computing from an Egocentric Video Perspective”. </td> </tr> <tr> <th scope="row" style="width: 20%">Sep 02, 2025</th> <td> I was honored to serve on the Board of Examiners for Ph.D. Candidate <a href="https://gabrielegoletto.github.io/" rel="external nofollow noopener" target="_blank">Gabriele Goletto</a>, whose thesis focused on Egocentric Vision. Congratulations to Dr. Goletto on a successful defense! 🎓 </td> </tr> <tr> <th scope="row" style="width: 20%">Aug 26, 2025</th> <td> One paper on Large Lithium-ion Battery Model is accepted by <a href="https://www.nature.com/articles/s41467-025-63678-7" rel="external nofollow noopener" target="_blank">Nature Communications</a> as co-corresponding author. </td> </tr> <tr> <th scope="row" style="width: 20%">Aug 22, 2025</th> <td> I am awarded a <a href="https://www.moe.gov.sg/" rel="external nofollow noopener" target="_blank">Singapore Ministry of Education (MOE) Academic Research Fund (AcRF) Tier 2 grant</a> as Principal Investigator for my project “Self-Adaptive Planning with Environmental Awareness for Embodied Agents”, with total funding of SGD$959,166. </td> </tr> <tr> <th scope="row" style="width: 20%">Jul 05, 2025</th> <td> One paper on Multimodal Large Language Model is accepted by ACM MM 2025. </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 26, 2025</th> <td> One paper on Multimodal Large Language Model is accepted by ICCV 2025. </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 19, 2025</th> <td> One paper on Recipe Progress Tracking in Non-Visual Cooking are accepted by ASSETS 2025. </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 09, 2025</th> <td> One paper on Cooking Procedural Image Generation is accepted by ACM TOMM. </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 06, 2025</th> <td> I will serve as the <a href="https://sites.google.com/view/www-acmicmr-org" rel="external nofollow noopener" target="_blank">Program Co-Chair for ACM ICMR 2027</a>, which will be held in Singapore! </td> </tr> <tr> <th scope="row" style="width: 20%">Apr 23, 2025</th> <td> One paper on Nutrition Estimation is accepted by ICMR 2025. </td> </tr> <tr> <th scope="row" style="width: 20%">Mar 21, 2025</th> <td> One paper on Ingredient Recognition is accepted by ICME 2025 (oral). </td> </tr> <tr> <th scope="row" style="width: 20%">Mar 08, 2025</th> <td> One paper on Egocentric Video Understanding is accepted by CVPR 2025. </td> </tr> <tr> <th scope="row" style="width: 20%">Feb 23, 2025</th> <td> One paper on Recipe Following in Cooking Video is accepted by CHI (LBW) 2025. </td> </tr> <tr> <th scope="row" style="width: 20%">Jan 16, 2025</th> <td> One paper on Large Multimodal Model in Food Domain is accepted by IEEE TMM. </td> </tr> <tr> <th scope="row" style="width: 20%">Dec 09, 2024</th> <td> Two papers on Grasp Generation and Text-to-Hand-Image Generation are accepted by AAAI 2025. </td> </tr> <tr> <th scope="row" style="width: 20%">Dec 05, 2024</th> <td> We are excited to announce our <a href="https://2025.ieeeicme.org/ss10-multimedia-for-cooking-and-eating-activities/" rel="external nofollow noopener" target="_blank">Special Session on Multimedia for Cooking and Eating Activities </

3a> at ICME 2025. We warmly invite you to submit your papers! </td> </tr> <tr> <th scope="row" style="width: 20%">Oct 29, 2024</th> <td> One paper on Recipe Generation is accepted by WACV 2025. </td> </tr> <tr> <th scope="row" style="width: 20%">Jul 15, 2024</th> <td> One paper on Cross-modal Recipe Retrieval is accepted by ECCV 2024. </td> </tr> <tr> <th scope="row" style="width: 20%">Jul 15, 2024</th> <td> One paper on Time-series Weight Prediction is accepted by ACM MM 2024 and is further selected as an Oral presentation (3.97%). </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 15, 2024</th> <td> One paper on Text-driven Video Prediction is accepted by ACM TOMM. </td> </tr> <tr> <th scope="row" style="width: 20%">Feb 15, 2024</th> <td> Two papers on Unsupervised Video Hashing and Generalizable Food Recognition are accepted by IEEE TMM. </td> </tr> <tr> <th scope="row" style="width: 20%">Jan 01, 2024</th> <td> I joined <a href="https://www.smu.edu.sg/" rel="external nofollow noopener" target="_blank"> Singapore Management University </a> as an Assistant Professor of Computer Science. <img class="emoji" title=":sparkles:" alt=":sparkles:" src="https://github.githubassets.com/images/icons/emoji/unicode/2728.png" height="20" width="20"> <img class="emoji" title=":smile:" alt=":smile:" src="https://github.githubassets.com/images/icons/emoji/unicode/1f604.png" height="20" width="20"> </td> </tr> </table> </div> </div> </article> </div> </div> <footer class="fixed-bottom" role="contentinfo"> <div class="container mt-0"> © Copyright 2026 Bin Zhu. </div> </footer> 

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