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Workshop Sun, Nov 30, 2025 • 11:00 AM – 6:00 PM PST

NeurIPS 2025 Workshop on Socially Responsible and Trustworthy Foundation Models

Canyu Chen ⋅ Yue Huang ⋅ Zheyuan (Frank) Liu ⋅ Yilun Zhao ⋅ Zhaorun Chen ⋅ Haoyue Bai ⋅ Xuandong Zhao ⋅ Yiyou Sun ⋅ Junyuan Hong ⋅ Xuefeng Du ⋅ Jindong Gu ⋅ Arman Cohan ⋅ Xiangliang Zhang ⋅ Robert Nowak ⋅ Mohit Bansal ⋅ Yejin Choi ⋅ Dawn Song ⋅ Manling Li
Project Page [ OpenReview] 

Abstract

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Schedule

Timezone: America/Los_Angeles
11:00 AM
Keynote — Diyi Yang
Diyi Yang
11:30 AM
Keynote — Yoshua Bengio
Yoshua Bengio
12:00 PM
Keynote — Sanmi Koyejo
Sanmi Koyejo
12:30 PM
Keynote — Rada Mihalcea & Joan Nwatu
Rada Mihalcea ⋅ Joan Nwatu
1:00 PM
Keynote — Denghui Zhang
Denghui Zhang
5:00 PM
Keynote — Aylin Caliskan
Aylin Caliskan
5:30 PM
Keynote — Kush Varshney
Kush Varshney
LLM Unlearning via Calibrated and Tokenized Negative Preference Alignment
Zhengbang Yang ⋅ Yisheng Zhong ⋅ Junyuan Hong ⋅ Zhuangdi Zhu
Where did the Reasoning Go Wrong? A Benchmark of Puzzle-Based Visual Tasks with Error Detection
Yusu Qian ⋅ Cheng Wan ⋅ Chao Jia ⋅ Yinfei Yang ⋅ Qingyu Zhao ⋅ Zhe Gan
HugAgent: Toward Cognitive-Level Human Alignment and Individual-Level Diversity in LLM Simulation
Chance Jiajie Li ⋅ Zhenze MO ⋅ Yuhan Tang ⋅ Ao Qu ⋅ Jiayi Wu ⋅ Kaiya Zhao ⋅ Yulu Gan ⋅ Jie Fan ⋅ Jiangbo Yu ⋅ Hang Jiang ⋅ Paul Liang ⋅ Jinhua Zhao ⋅ Luis Pastor ⋅ Kent Larson
Evaluation Awareness Scales Predictably in Open-Weights Large Language Models
Maheep Chaudhary ⋅ Ian Su ⋅ Nikhil Hooda ⋅ Nishith Shankar ⋅ Julia Tan ⋅ Kevin Zhu ⋅ Ashwinee Panda ⋅ Ryan Lagasse ⋅ Vasu Sharma
SOSBENCH: Benchmarking Safety Alignment on Scientific Knowledge
Fengqing Jiang ⋅ Fengbo Ma ⋅ Zhangchen Xu ⋅ Yuetai Li ⋅ Zixin Rao ⋅ Bhaskar Ramasubramanian ⋅ Luyao Niu ⋅ Bo Li ⋅ Xianyan Chen ⋅ Zhen Xiang ⋅ Radha Poovendran
GUARD: Guideline Upholding Test through Adaptive Role-play and Jailbreak Diagnostics for LLMs
Haibo Jin ⋅ Ruoxi Chen ⋅ Peiyan Zhang ⋅ Andy Zhou ⋅ Yang Zhang ⋅ Haohan Wang
MAGPIE: A benchmark for Multi-AGent contextual PrIvacy Evaluation
Gurusha Juneja ⋅ Jayanth Pasupulati ⋅ Alon Albalak ⋅ Wenyue Hua ⋅ William Yang Wang
Optimizing Chain-of-Thought Confidence via Topological and Dirichlet Risk Analysis
Abhishek More ⋅ Anthony Zhang ⋅ Nicole Bonilla ⋅ Ashvik Vivekan ⋅ Kevin Zhu ⋅ Parham Sharafoleslami ⋅ Maheep Chaudhary
Enhancing Monitoring in AI Control through Trusted Debate
Ghassan Al Dahik ⋅ Ruize Xu ⋅ Satvik Singh ⋅ Leon Kiunga ⋅ Pablo Bernabeu-Perez
Completion $\neq$ Collaboration: Scaling Collaborative Effort with Agents
Zejiang Shen ⋅ Valerie Chen ⋅ Ken Gu ⋅ Alexis Ross ⋅ Zixian Ma ⋅ Jillian Ross ⋅ Alex Gu ⋅ Chenglei Si ⋅ Wayne Chi ⋅ Andi Peng ⋅ Jocelyn Shen ⋅ Ameet Talwalkar ⋅ Sherry Wu ⋅ David Sontag
SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models
Zixiang Xu ⋅ Yanbo Wang ⋅ Yue Huang ⋅ Haomin Zhuang ⋅ Yujun Zhou ⋅ Jiayi Ye ⋅ Zirui Song ⋅ Lang Gao ⋅ Chenxi Wang ⋅ Zhaorun Chen ⋅ Sixian Li ⋅ Wang Pan ⋅ Yue Zhao ⋅ Xiangliang Zhang ⋅ Xiuying Chen
Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots
Erfan Shayegani ⋅ G M Shahariar ⋅ Sara Abdali ⋅ Lei Yu ⋅ Nael Abu-Ghazaleh ⋅ Yue Dong
RepIt: Steering Language Models with Concept-Specific Refusal Vectors
Vincent Siu ⋅ Nathan Henry ⋅ Nicholas Crispino ⋅ Yang Liu ⋅ Dawn Song ⋅ Chenguang Wang
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models
Zherui Li ⋅ Zheng Nie ⋅ Zhenhong Zhou ⋅ Yufei Guo ⋅ Yue Liu ⋅ Yitong Zhang ⋅ Yu Cheng ⋅ Qingsong Wen ⋅ Kun Wang ⋅ Jiaheng Zhang
Bag of Tricks for Subverting Reasoning-based Safety Guardrails
Shuo Chen ⋅ Zhen Han ⋅ Haokun Chen ⋅ Bailan He ⋅ Shengyun Si ⋅ Jingpei Wu ⋅ Philip Torr ⋅ Volker Tresp ⋅ Jindong Gu
RAGuard: A Layered Defense Framework for Retrieval-Augmented Generation Systems Against Data Poisoning
Tanish Kolhe ⋅ Pushkal Kumar ⋅ Tucker Nielson ⋅ Shubham Zala ⋅ Vincent Li ⋅ Michael Saxon ⋅ Sean Wu ⋅ Kevin Zhu
When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?
Yibo Peng ⋅ James Song ⋅ Lei Li ⋅ Xinyu Yang ⋅ Mihai Christodorescu ⋅ Ravi Mangal ⋅ Corina Pasareanu ⋅ Haizhong Zheng ⋅ Beidi Chen
Offline and Online KL-Regularized RLHF under Differential Privacy
Yulian Wu ⋅ RUSHIL THAREJA ⋅ Praneeth Vepakomma ⋅ Francesco Orabona
Harmonic Loss Trains Interpretable AI Models
David Baek ⋅ Ziming Liu ⋅ Riya Tyagi ⋅ Max Tegmark
PrivAgentFlow: Agentic Workflow for Distributed Privacy Control in Web Agents
Tianyi Ma ⋅ Tianyi Tang ⋅ Yueming LYU ⋅ Haiyan Yin ⋅ Yew Soon Ong ⋅ Ivor Tsang
Provably Learning Task-Relevant World Representation
Yujia Zheng ⋅ Fan Feng ⋅ Yuke Li ⋅ Shaoan Xie ⋅ Kevin Murphy ⋅ Kun Zhang
Recover-to-Forget: Gradient Reconstruction from LoRA for Efficient LLM Unlearning
Yezi Liu ⋅ Hanning Chen ⋅ Wenjun Huang ⋅ Yang Ni ⋅ Mohsen Imani
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
Xia ⋅ Haokun Lin ⋅ Yichen WU ⋅ Yinan Zhou ⋅ Zixuan Li ⋅ Zhongwei Wan ⋅ Xingrun Xing ⋅ Yefeng Zheng ⋅ Xiang Li ⋅ Caifeng Shan ⋅ Zhenan Sun ⋅ Quanzheng Li
Truth-Maintained Memory Agent: Proactive Quality Control for Reliable Long-Context Dialogue
Nolan Koch ⋅ Om Phadke ⋅ Jeffrey Guo ⋅ Shanduojiao Jiang ⋅ Kevin Zhu ⋅ Andy Xu
General Exploratory Bonus for Optimistic Exploration in RLHF
Wendi Li ⋅ Changdae Oh ⋅ Sharon Li
BadScientist: Can a Research Agent Write Convincing but Unsound Papers that Fool LLM Reviewers?
Fengqing Jiang ⋅ Yichen Feng ⋅ Yuetai Li ⋅ Luyao Niu ⋅ Basel Alomair ⋅ Radha Poovendran
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia
Guangyu Shen ⋅ Siyuan Cheng ⋅ Kaiyuan Zhang ⋅ Guanhong Tao ⋅ Shengwei An ⋅ Lu Yan ⋅ ZHUO ZHANG ⋅ Shiqing Ma ⋅ Xiangyu Zhang
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
Shuai Shao ⋅ Qihan Ren ⋅ Chen Qian ⋅ Boyi Wei ⋅ Dadi Guo ⋅ Jingyi Yang ⋅ Xinhao Song ⋅ Linfeng Zhang ⋅ Weinan Zhang ⋅ Dongrui Liu ⋅ Jing Shao
Fine-tuning Done Right in Model Editing
Wanli Yang ⋅ Fei Sun ⋅ Rui Tang ⋅ Hong Yu Zang ⋅ Du Su ⋅ Qi Cao ⋅ Jingang Wang ⋅ Huawei Shen ⋅ Xueqi Cheng
Multi-Task Consistency-based Detection of Adversarial Attacks
Cong Chen ⋅ Jean-Philippe Monteuuis ⋅ Jonathan Petit
Benchmarking Large Language Models on Safety Risks in Scientific Labs
Yujun Zhou ⋅ Jingdong Yang ⋅ Yue Huang ⋅ Kehan Guo ⋅ Zoe Emory ⋅ Bikram Ghosh ⋅ Amita Bedar ⋅ Sujay Shekar ⋅ Zhenwen Liang ⋅ Pinyu chen ⋅ Tian Gao ⋅ Werner Geyer ⋅ Nitesh Chawla ⋅ Xiangliang Zhang
DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation
Yu Zhou ⋅ Sohyun An ⋅ Haikang Deng ⋅ Da Yin ⋅ Clark Peng ⋅ Cho-Jui Hsieh ⋅ Kai-Wei Chang ⋅ Nanyun Peng
BLUFF-1000: Measuring Uncertainty Expression in RAG
Ron Zharzhavsky ⋅ Daniel Ketema ⋅ Emma Wong
Read the Scene, Not the Script: Outcome-Aware Safety for LLMs
Rui Wu ⋅ Yihao Quan ⋅ Zeru Shi ⋅ Zhenting Wang ⋅ Yanshu Li ⋅ Ruixiang Tang
BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
Xin Xu ⋅ Xunzhi He ⋅ Churan Zhi ⋅ Ruizhe Chen ⋅ Julian McAuley ⋅ Zexue He
Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services
Guoheng Sun ⋅ Ziyao Wang ⋅ Xuandong Zhao ⋅ Bowei Tian ⋅ Zheyu Shen ⋅ Yexiao He ⋅ Jinming Xing ⋅ Ang Li
Query-Only Attention for Trustworthy Continual Adaptation
Gautham Udayakumar Bekal ⋅ Ashish Pujari ⋅ Scott Kelly
Emergent Deceptive Behaviors in Reward-Optimizing LLMs
Yujun Zhou ⋅ Han Bao ⋅ Yue Huang ⋅ Kehan Guo ⋅ Zhenwen Liang ⋅ Pin-Yu Chen ⋅ Tian Gao ⋅ Werner Geyer ⋅ Nuno Moniz ⋅ Nitesh Chawla ⋅ Xiangliang Zhang
LUMINA: Detecting Hallucinations in RAG System with Context–Knowledge Signals
Samuel (Min-Hsuan) Yeh ⋅ Sharon Li ⋅ Tanwi Mallick
Response-Based Knowledge Distillation for Multilingual Jailbreak Prevention Unwittingly Compromises Safety
Max Zhang ⋅ Derek Liu ⋅ Kai Zhang ⋅ Joshua Franco ⋅ Haihao Liu ⋅ Kevin Zhu
Thought Communication in Multiagent Collaboration
Yujia Zheng ⋅ Zhuokai Zhao ⋅ Zijian Li ⋅ Yaqi Xie ⋅ Mingze Gao ⋅ Lizhu Zhang ⋅ Kun Zhang
MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering
Yuexing Hao ⋅ Kumail Alhamoud ⋅ Hyewon Jeong ⋅ Isha Puri ⋅ Grace Yan ⋅ Philip Torr ⋅ Mike Schaekermann ⋅ Ariel Dora Stern ⋅ Marzyeh Ghassemi
ShieldBench: A Comprehensive Benchmark for Evaluating the Persistence of LLM Safety Interventions
Mert Ogul ⋅ Rishitha Voleti ⋅ Shanduojiao Jiang ⋅ Kevin Zhu
Liminal Training: Characterizing and Mitigating Subliminal Learning in Large Language Models
Atsushi Yanagisawa ⋅ Akbarzaib Khan ⋅ Thanjeetraaj Kaur Balraj Singh ⋅ Yunjong Na ⋅ Kevin Zhu ⋅ Antonio Mari
From Poisoned to Aware: Fostering Backdoor Self-Awareness in LLMs
Guangyu Shen ⋅ Siyuan Cheng ⋅ Xiangzhe Xu ⋅ Yuan Zhou ⋅ Hanxi Guo ⋅ ZHUO ZHANG ⋅ Xiangyu Zhang
Calibrating LLMs for Selective Prediction: Balancing Coverage and Risk
Yuzhen Mao ⋅ Thibaut Durand ⋅ Nazanin Mehrasa ⋅ Jiawei He ⋅ Martin Ester
SMI: Semantic Medical ID for Hierarchy-Aware Concept Representation
Lia Shen ⋅ Qincheng Lu ⋅ Mike He Zhu ⋅ Ziyang Song
Simulating and Understanding Deceptive Behaviors in Long-Horizon Interactions
Yang Xu ⋅ Xuanming Zhang ⋅ Samuel (Min-Hsuan) Yeh ⋅ Jwala Dhamala ⋅ Ousmane Dia ⋅ Rahul Gupta ⋅ Sharon Li
Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
Yanbo Wang ⋅ Zixiang Xu ⋅ Yue Huang ⋅ Gao Chujie ⋅ Siyuan Wu ⋅ Jiayi Ye ⋅ Pin-Yu Chen ⋅ Xiuying Chen ⋅ Xiangliang Zhang
Train for Truth, Keep the Skills: Binary Retrieval-Augmented Reward Mitigates Hallucinations
Tong Chen ⋅ Akari Asai ⋅ Luke Zettlemoyer ⋅ Hanna Hajishirzi ⋅ Faeze Brahman
Alignment-Constrained Dynamic Pruning for LLMs: Identifying and Preserving Alignment-Critical Circuits
Dev Patel ⋅ Gabrielle Gervacio ⋅ Diekola Raimi ⋅ Kevin Zhu ⋅ Ryan Lagasse ⋅ Gabriel Grand ⋅ Ashwinee Panda ⋅ Maheep Chaudhary
Position: The Complexity of Perfect AI Alignment - Formalizing the RLHF Trilemma
Subramanyam Sahoo ⋅ Aman Chadha ⋅ Vinija Jain ⋅ Divya Chaudhary
Reasoning Relay: Evaluating Stability and Interchangeability of Large Language Models in Mathematical Reasoning
Leo Lu ⋅ Jonathan Zhang ⋅ Sean Chua ⋅ Spencer Kim ⋅ Kevin Zhu ⋅ Sean O'Brien ⋅ Vasu Sharma
Jailbreak-Zero: A Path to Pareto Optimal Red Teaming for Large Language Models
Kai Hu ⋅ Abhinav Aggarwal ⋅ Mehran Khodabandeh ⋅ David Zhang ⋅ Eric Hsin ⋅ Li Chen ⋅ Ankit Jain ⋅ Matt Fredrikson ⋅ Akash Bharadwaj
Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective
Zhongxiang Sun ⋅ Qipeng Wang ⋅ Haoyu Wang ⋅ Xiao Zhang ⋅ Jun Xu
SVIP: Towards Verifiable Inference of Open-source Large Language Models
Yifan Sun ⋅ Yuhang Li ⋅ Yue Zhang ⋅ Yuchen Jin ⋅ Huan Zhang
SteeringSafety: A Systematic Safety Evaluation Framework of Representation Steering in LLMs
Vincent Siu ⋅ Nicholas Crispino ⋅ David Park ⋅ Nathan Henry ⋅ Zhun Wang ⋅ Yang Liu ⋅ Dawn Song ⋅ Chenguang Wang
Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation
Yuanhe Zhang ⋅ Fangzhou Xie ⋅ Zhenhong Zhou ⋅ Zherui Li ⋅ Hao Chen ⋅ Kun Wang ⋅ Yufei Guo
Enhancing Trustworthiness of Large Language Models through Dynamic Knowledge Graph Reasoning
Jongwon Ryu ⋅ Mingyu Jeon ⋅ Soomin Chung ⋅ Junyeong Kim
Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen!
Zhexin Zhang ⋅ Yuhao Sun ⋅ Junxiao Yang ⋅ Shiyao Cui ⋅ yuanchao zhang ⋅ Hongning Wang ⋅ Minlie Huang
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models
Zhanke Zhou ⋅ Zhaocheng Zhu ⋅ Xuan Li ⋅ Michael Galkin ⋅ Xiao Feng ⋅ Sanmi Koyejo ⋅ Jian Tang ⋅ Bo Han
Reward Models Identify Consistency, Not Causality
Yuhui Xu ⋅ Hanze Dong ⋅ Lei Wang ⋅ Caiming Xiong ⋅ Junnan Li
Investigating Thinking Behaviours of Reasoning-Based Language Models for Social Bias Mitigation
Guoqing Luo ⋅ Iffat Maab ⋅ Lili Mou ⋅ Junichi Yamagishi
Emergent Misalignment in Mixture-of-Experts Models
Daniel Doan ⋅ Andrew Liao ⋅ Arnav Pallem ⋅ Kevin Zhu ⋅ Sunishchal Dev ⋅ Ashwinee Panda ⋅ Shreyas Kulkarni
Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth
Jiawei Zhang ⋅ Andrew Estornell ⋅ David Baek ⋅ Bo Li ⋅ Xiaojun Xu
Can Text-to-Video Models Generate Responsible Realistic Human Motion?
Zhengqing Yuan ⋅ Xiaoyu Ma ⋅ Yunhong He ⋅ Zixuan Weng ⋅ Rong Zhou ⋅ Weixiang Sun ⋅ Lifang He ⋅ Lichao Sun ⋅ Yanfang Ye
BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs
Junxiao Yang ⋅ Jinzhe Tu ⋅ Haoran Liu ⋅ Xiaoce Wang ⋅ Chujie Zheng ⋅ Zhexin Zhang ⋅ Caishun Chen ⋅ Tiantian He ⋅ Hongning Wang ⋅ Yew Soon Ong ⋅ Minlie Huang
SALT: Steering Activations towards Leakage-free Thinking in Chain of Thought
Shourya Batra ⋅ Pierce Tillman ⋅ Samarth Gaggar ⋅ Shashank Kesineni ⋅ Sunishchal Dev ⋅ Kevin Zhu ⋅ Ashwinee Panda ⋅ Vasu Sharma ⋅ Maheep Chaudhary
LUNE: Efficient LLM Unlearning via LoRA Fine-Tuning with Negative Examples
Yezi Liu ⋅ Hanning Chen ⋅ Wenjun Huang ⋅ Yang Ni ⋅ Mohsen Imani
Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration
Dongkyu Cho ⋅ Miao Zhang ⋅ Gregory Lyng ⋅ Rumi Chunara
ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants
Xiangzhe Xu ⋅ Guangyu Shen ⋅ Zian Su ⋅ Siyuan Cheng ⋅ Hanxi Guo ⋅ Lu Yan ⋅ Xuan Chen ⋅ Jiasheng Jiang ⋅ Xiaolong Jin ⋅ Chengpeng Wang ⋅ ZHUO ZHANG ⋅ Xiangyu Zhang
DermFM: Evaluating Fairness and Generalizability in Skin Lesion Classification
Adnan Ahmed ⋅ Jeremy Lin ⋅ Pardhu Meduri ⋅ Ayush Prasanna ⋅ Sunishchal Dev ⋅ Kevin Zhu ⋅ Kiran Nijjer
Diverse Dictionary Learning
Yujia Zheng ⋅ Zijian Li ⋅ Shunxing Fan ⋅ Andrew Wilson ⋅ Kun Zhang
RelP: Faithful and Efficient Circuit Discovery in Language Models via Relevance Patching
Farnoush Rezaei Jafari ⋅ Oliver Eberle ⋅ Ashkan Khakzar ⋅ Neel Nanda
Effectively Controlling Reasoning Models through Thinking Intervention
Tong Wu ⋅ Chong Xiang ⋅ Jiachen (Tianhao) Wang ⋅ G. Edward Suh ⋅ Prateek Mittal
The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs
Pengrui Han ⋅ Rafal Kocielnik ⋅ Peiyang Song ⋅ Ramit Debnath ⋅ Dean Mobbs ⋅ Animashree Anandkumar ⋅ R. Michael Alvarez
Metric-Fair Prompting: Treating Similar Samples Similarly
Jing Wang ⋅ Jie Shen ⋅ Xing Niu ⋅ Tong Zhang ⋅ Jeremy Weiss
Does More Inference-Time Compute Really Help Robustness?
Tong Wu ⋅ Chong Xiang ⋅ Jiachen (Tianhao) Wang ⋅ Weichen Yu ⋅ Prateek Mittal
Fine-tuning VLMs Without Forgetting Is Easier Than You Think
He Li ⋅ Yuhui Zhang ⋅ Xiaohan Wang ⋅ Kaifeng Lyu ⋅ Serena Yeung-Levy
Closing the Modality Gap for Mixed Modality Search
Binxu Li ⋅ Yuhui Zhang ⋅ Xiaohan Wang ⋅ Weixin Liang ⋅ Ludwig Schmidt ⋅ Serena Yeung-Levy
ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks
Zhaorun Chen ⋅ Xun Liu ⋅ Mintong Kang ⋅ Jiawei Zhang ⋅ Minzhou Pan ⋅ Shuang Yang ⋅ Bo Li
Cognition-of-Thought Elicits Social-Aligned Reasoning in Large Language Models
Xuanming Zhang ⋅ Yuxuan Chen ⋅ Samuel (Min-Hsuan) Yeh ⋅ Sharon Li
From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks
Zhexin Zhang ⋅ Junxiao Yang ⋅ Yida Lu ⋅ Pei Ke ⋅ Shiyao Cui ⋅ Chujie Zheng ⋅ Hongning Wang ⋅ Minlie Huang
A Mixture of Linear Corrections Generates Secure Code
Weichen Yu ⋅ Ravi Mangal ⋅ Terry Yue Zhuo ⋅ Matt Fredrikson ⋅ Corina Pasareanu
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models
Kai Li ⋅ Can Shen ⋅ Yile Liu ⋅ Jirui Han ⋅ Kelong zheng ⋅ Xuechao Zou ⋅ Lionel Z. WANG ⋅ Shun Zhang ⋅ Xingjian Du ⋅ Hanjun Luo ⋅ Yingbin Jin ⋅ Xinxin Xing ⋅ Ziyang Ma ⋅ Yue Liu ⋅ yifan zhang ⋅ Junfeng Fang ⋅ Kun Wang ⋅ Yibo Yan ⋅ Gelei Deng ⋅ Haoyang LI ⋅ Yiming Li ⋅ Xiaobin Zhuang ⋅ Tianlong Chen ⋅ Qingsong Wen ⋅ Tianwei Zhang ⋅ Yang Liu ⋅ Haibo Hu ⋅ Zhizheng Wu ⋅ Xiaolin Hu ⋅ Eng-Siong Chng ⋅ Wenyuan Xu ⋅ XiaoFeng Wang ⋅ Wei Dong ⋅ Xinfeng Li
Augmenting Language Agents with Parametric Memory
Tianjun Yao ⋅ Yongqiang Chen ⋅ Yujia Zheng ⋅ Zhiqiang Shen ⋅ Pan Li ⋅ Kun Zhang
Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models
Runpeng(Leo) Dai ⋅ Run Yang ⋅ Fan Zhou ⋅ Hongtu Zhu
Predicting Public Health Impacts of Electricity Usage
Yejia Liu ⋅ Zhifeng Wu ⋅ Pengfei Li ⋅ Shaolei Ren