EC
Erik Cambria
cs.CLcs.AIcs.LGcs.CVcs.MMcs.CYcs.HCcs.IRcs.CEeess.AS
On Valency
published · living versionsW_ftxvfhr4·v1 · currentpublished
Can saliency maps flag chest radiograph classifier errors at a new hospital? An external validation study
with Aashish Chapagai, Angad Singh Gurtatta
1 version
Preprints & journals
202 papers in the corpus · 2014–2026From Surface to Depth: Towards Cognitive Appraisal Reasoning in Multimodal Emotion Understanding2610.11918v1 · Jia Li, Yichao He, Yangchen Yu et al.2026 · 0 citationsarXiv
ScienceClaw: Benchmarking Continual Self-Evolution of AI-for-Science Agents Across the Natural and Social Sciences2610.08691v1 · Mingda Zhang, Wenjin Liu, Tiesunlong Shen et al.2026 · 0 citationsarXiv
Reinforcement Learning with Comparative Evidence for Social Intelligence2610.04072v1 · Keane Ong, Yuriel Ryan, Sabri Boughorbel et al.2026 · 0 citationsarXiv
The Commit-Abstain Circuit: Why Language Models Hallucinate Instead of Abstaining2609.32964v2 · Vy Nguyen, Ziqi Xu, Jeffrey Chan et al.2026 · 0 citationsarXiv
Reasoning through Evolution: Automatic Meta-path Discovery for LLM-based Fake News Detection2609.18597v1 · Ziyi Zhou, Xiaoming Zhang, Hui Pang et al.2026 · 0 citationsarXiv
Towards Unified Neurosymbolic Reasoning on Knowledge Graphs.42685177 · Lin, Qika, Xu, Fangzhi, Lu, Hao et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
OmniClimate-TC: Physics-Aware Visual Abstractions for Multimedia Reasoning over Tropical Cyclones2608.29661v1 · Luwei Xiao, Xin Wang, Keane Ong et al.2026 · 0 citationsarXiv
Twin Worlds: Equivariance-Based Abstention for Evidence-Grounded Reasoning2608.28018v1 · Vy Nguyen, Ziqi Xu, Jeffrey Chan et al.2026 · 0 citationsarXiv
Neurosymbolic Alignment for Physiologically-Safe Clinical Language Models2608.24534v1 · Abdulhady Abas Abdullah, Erik Cambria, Milena Zivkovic2026 · 0 citationsarXiv
BiGraph-Diffuse: A Bidirectional Diffusion Language Model with Graph-Structured Retrieval For Mental Health Counseling2609.29519v1 · Yuxiang Cheng, Quanwei Tang, Lvhui Lu et al.2026 · 0 citationsarXiv
TextNCA: Neural Cellular Automata for Language Modeling via Hierarchical Local Attention2608.02050v1 · Avni Mittal, Avinash Anand, Ashutosh Kumar et al.2026 · 0 citationsarXiv
MMOE: Modernizing Diffusion Transformers with Efficient Expert Design2607.24665v1 · Yanhao Jia, Jiepeng Wang, Haibin Huang et al.2026 · 0 citationsarXiv
Faithful by Definition: Emotion Analysis via Natural Semantic Metalanguage Explications2607.00661v1 · Frank Xing, Erik Cambria2026 · 0 citationsarXiv
FORGE: Fused On-Register Gradient Elimination for Memory-Efficient LLM Training2606.22932v2 · Dikshant Kukreja, Kritarth Prasad, Avinash Anand et al.2026 · 0 citationsarXiv
The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes2606.11470v2 · Avinash Anand, Mahisha Ramesh, Avni Mittal et al.2026 · 0 citationsarXiv
From Static Risk to Dynamic Trajectories: Toward World-Model-Inspired Clinical Prediction2605.16927v1 · Pujun Feng, Xiaoyu Guo, Seyed Ehsan Saffari et al.2026 · 0 citationsarXiv
SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration2605.14089v2 · Mingda Zhang, Tiesunlong Shen, Haoran Luo et al.2026 · 0 citationsarXiv
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation2605.09378v1 · Xinyi Wu, Jayant Teotia, Shuai Zhao et al.2026 · 0 citationsarXiv
To Fuse or to Drop? Dual-Path Learning for Resolving Modality Conflicts in Multimodal Emotion Recognition2605.04877v1 · Yangchen Yu, Qian Chen, Jia Li et al.2026 · 0 citationsarXiv
IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning2604.24114v1 · Navya Gupta, Rishitej Reddy Vyalla, Avinash Anand et al.2026 · 0 citationsarXiv
Psychologically-Grounded Graph Modeling for Interpretable Depression Detection2604.24126v1 · Rishitej Reddy Vyalla, Kritarth Prasad, Avinash Anand et al.2026 · 0 citationsarXiv
MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding2604.19417v5 · Zheng Lian, Xiaojiang Peng, Kele Xu et al.2026 · 0 citationsarXiv
Better and Worse with Scale: How Contextual Entrainment Diverges with Model Size2604.13275v1 · Dikshant Kukreja, Kshitij Sah, Gautam Gupta et al.2026 · 0 citationsarXiv
Beyond Correlation: Refutation-Validated Aspect-Based Sentiment Analysis for Explainable Energy Market Returns2603.21473v1 · Wihan van der Heever, Keane Ong, Ranjan Satapathy et al.2026 · 0 citationsarXiv
The data heat island effect: quantifying the impact of AI data centers in a warming world2603.20897v3 · Andrea Marinoni, Erik Cambria, Weisi Lin et al.2026 · 2 citationsarXiv
FedUAF: Uncertainty-Aware Fusion with Reliability-Guided Aggregation for Multimodal Federated Sentiment Analysis2603.13291v1 · Xianxun Zhu, Zezhong Sun, Imad Rida et al.2026 · 0 citationsarXiv
IndicFairFace: Balanced Indian Face Dataset for Auditing and Mitigating Geographical Bias in Vision-Language Models2602.12659v1 · Aarish Shah Mohsin, Mohammed Tayyab Ilyas Khan, Mohammad Nadeem et al.2026 · 0 citationsarXiv
OmniSapiens: A Foundation Model for Social Behavior Processing via Heterogeneity-Aware Relative Policy Optimization2602.10635v3 · Keane Ong, Sabri Boughorbel, Luwei Xiao et al.2026 · 3 citationsarXiv
Affective Flow Language Model for Emotional Support Conversation2602.08826v3 · Chenghui Zou, Ning Wang, Tiesunlong Shen et al.2026 · 0 citationsarXiv
FlowSteer: Towards Agents Designing Agentic Workflows via Reinforced Progressive Canvas Editing2602.01664v4 · Mingda Zhang, Wenjin Liu, Tiesunlong Shen et al.2026 · 0 citationsarXiv
Enhancing Language Models for Robust Greenwashing Detection2601.21722v1 · Neil Heinrich Braun, Keane Ong, Rui Mao et al.2026 · 0 citationsarXiv
LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models2601.10416v1 · Tiesunlong Shen, Rui Mao, Jin Wang et al.2026 · 0 citationsarXiv
A Multifaceted Analysis of Social Biases in Large Language Models2512.15792v4 · Xulang Zhang, Rui Mao, Erik Cambria2025 · 0 citationsarXiv
LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence2512.04578v3 · Wenjin Liu, Haoran Luo, Xin Feng et al.2025 · 1 citationarXiv
Robust Multimodal Sentiment Analysis via Double Information Bottleneck2511.01444v1 · Huiting Huang, Tieliang Gong, Kai He et al.2025 · 12 citationsarXiv
Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning2511.01016v9 · Wenjin Liu, Haoran Luo, Xueyuan Lin et al.2025 · 0 citationsarXiv
Individualized Cognitive Simulation in Large Language Models: Evaluating Different Cognitive Representation Methods2510.20252v1 · Tianyi Zhang, Xiaolin Zhou, Yunzhe Wang et al.2025 · 0 citationsarXiv
Improving AI Efficiency in Data Centres by Power Dynamic Response2510.11119v1 · Andrea Marinoni, Sai Shivareddy, Pietro Lio' et al.2025 · 0 citationsarXiv
Intelligent Agents with Emotional Intelligence: Current Trends, Challenges, and Future Prospects2511.20657v2 · Raziyeh Zall, Alireza Kheyrkhah, Erik Cambria et al.2025 · 0 citationsarXiv
Human Behavior Atlas: Benchmarking Unified Psychological and Social Behavior Understanding2510.04899v2 · Keane Ong, Wei Dai, Carol Li et al.2025 · 0 citationsarXiv
Mind Meets Space: Rethinking Agentic Spatial Intelligence from a Neuroscience-inspired Perspective2509.09154v1 · Bui Duc Manh, Soumyaratna Debnath, Zetong Zhang et al.2025 · 1 citationarXiv
Beyond I'm Sorry, I Can't: Dissecting Large Language Model Refusal2509.09708v3 · Nirmalendu Prakash, Yeo Wei Jie, Amir Abdullah et al.2025 · 1 citationarXiv
Toward Clinically Explainable AI for Medical Diagnosis: A Foundation Model with Human-Compatible Reasoning via Reinforcement Learning2509.03906v2 · Qika Lin, Yifan Zhu, Bin Pu et al.2025 · 0 citationsarXiv
Bridging Minds and Machines: Toward an Integration of AI and Cognitive Science2508.20674v1 · Rui Mao, Qian Liu, Xiao Li et al.2025 · 0 citationsarXiv
Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI2508.21101v1 · Dilruk Perera, Gousia Habib, Qianyi Xu et al.2025 · 0 citationsarXiv
SEA-BED: How Do Embedding Models Represent Southeast Asian Languages?2508.12243v3 · Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Raymond Ng et al.2025 · 0 citationsarXiv
Mitigating Jailbreaks with Intent-Aware LLMs2508.12072v2 · Wei Jie Yeo, Ranjan Satapathy, Erik Cambria2025 · 0 citationsarXiv
From Query to Explanation: Uni-RAG for Multi-Modal Retrieval-Augmented Learning in STEM2507.03868v1 · Xinyi Wu, Yanhao Jia, Luwei Xiao et al.2025 · 0 citationsarXiv
A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment2506.17951v1 · Quanwei Tang, Sophia Yat Mei Lee, Junshuang Wu et al.2025 · 3 citationsarXiv
Harnessing Large Language Models for Scientific Novelty Detection2505.24615v1 · Yan Liu, Zonglin Yang, Soujanya Poria et al.2025 · 0 citationsarXiv
Career total: 893 works. 202 are in this corpus.Showing the 50 most recent.
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